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Workshop/MATH-AI
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https://openreview.net/forum?id=NxHl2SPhyT
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/wu-haoze/lemur-program-verification
|
[
"Haoze Wu",
"Clark Barrett",
"Nina Narodytska"
] |
Lemur: Integrating Large Language Models in Automated Program Verification
| 2 |
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Workshop/MATH-AI
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https://openreview.net/forum?id=NdSGKZvX3z
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mustafa Abdool",
"Andrew Nam",
"James McClelland"
] |
Continual Learning and Out of Distribution Generalization in a Systematic Reasoning Task
| null |
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Workshop/MATH-AI
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https://openreview.net/forum?id=NYO24rdxLA
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yexiang Xue"
] |
Vertical AI-driven Scientific Discovery
| null |
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Workshop/MATH-AI
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https://openreview.net/forum?id=HkpnfVmjaR
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Eda Okur",
"Saurav Sahay",
"Lama Nachman"
] |
Spoken Language Understanding Evaluations for Home-Based Basic Math Learning
| null |
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Workshop/MATH-AI
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https://openreview.net/forum?id=EUoe9ujR0C
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Simon Frieder",
"Martin Trimmel",
"Rashid Alawadhi",
"Klaus Gy"
] |
LLM vs ITP
| null |
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Workshop/MATH-AI
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https://openreview.net/forum?id=BENuWCJuTU
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Neha Upadhyay",
"Sashank Varma"
] |
CNN models' sensitivity to numerosity concepts
| null |
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Workshop/MATH-AI
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https://openreview.net/forum?id=8eeIlrtluJ
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Francois Charton"
] |
Learning the greatest divisor - Explainable predictions in transformers
| null |
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Workshop/MATH-AI
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https://openreview.net/forum?id=1dD5cJCida
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alberto Alfarano",
"Francois Charton",
"Amaury Hayat"
] |
Discovering Lyapunov functions with transformers
| null |
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Workshop/IMOL
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https://openreview.net/forum?id=zN0XIPH1WG
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Onur Celik",
"Aleksandar Taranovic",
"Gerhard Neumann"
] |
Reinforcement Learning of Diverse Skills using Mixture of Deep Experts
| null |
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Workshop/IMOL
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https://openreview.net/forum?id=tf8R7qX46e
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Khanh Nguyen",
"Ruijie Zheng",
"Hal Daumé III",
"Furong Huang",
"Karthik Narasimhan"
] |
Progressively Efficient Communication
| null |
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Workshop/IMOL
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https://openreview.net/forum?id=qminWfnGaA
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Chris Doyle",
"Sarah Shader",
"Michelle Lau",
"Megumi Sano",
"Daniel Yamins",
"Nick Haber"
] |
Intrinsically Motivated Social Play in Virtual Infants
| null |
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Workshop/IMOL
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https://openreview.net/forum?id=iaib9N3iB8
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ismael Freire",
"Paul Verschure"
] |
High-fidelity social learning via shared episodic memories can improve collaborative foraging
| null |
|||
Workshop/IMOL
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https://openreview.net/forum?id=YYndPojV26
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Donsuk Lee",
"Samantha Wood",
"Justin Wood"
] |
Imprinting in autonomous artificial agents using deep reinforcement learning
| null |
|||
Workshop/IMOL
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https://openreview.net/forum?id=WX0vdLEG0q
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Isaac Kauvar",
"Chris Doyle",
"Nick Haber"
] |
Neurobehavior of exploring AI agents
| null |
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Workshop/IMOL
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https://openreview.net/forum?id=UawMOafW3f
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mehdi Zadem",
"Sergio Mover",
"Sao Mai Nguyen"
] |
Emergence of a Symbolic Goal Representation with an Intelligent Tutoring System based on Intrinsic Motivation
| null |
|||
Workshop/IMOL
|
https://openreview.net/forum?id=UKb6aHxs1f
|
oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yuqing Du",
"Eliza Kosoy",
"Alyssa Dayan",
"Maria Rufova",
"Pieter Abbeel",
"Alison Gopnik"
] |
What can AI Learn from Human Exploration? Intrinsically-Motivated Humans and Agents in Open-World Exploration
| null |
|||
Workshop/IMOL
|
https://openreview.net/forum?id=RoQbZRv1zw
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Stefano Ferraro",
"Pietro Mazzaglia",
"Tim Verbelen",
"Bart Dhoedt"
] |
FOCUS: Object-Centric World Models for Robotic Manipulation
| null |
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Workshop/IMOL
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https://openreview.net/forum?id=LhbsXSEfGQ
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Eunice Yiu",
"Kai Sandbrink",
"Alison Gopnik"
] |
Children prioritize purely exploratory actions in observe-vs.-bet tasks
| null |
|||
Workshop/IMOL
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https://openreview.net/forum?id=JYHcnyipNG
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Annya Dahmani",
"Eunice Yiu",
"Tabitha Lee",
"Nan Ke",
"Oliver Kroemer",
"Alison Gopnik"
] |
From Child's Play to AI: Insights into Automated Causal Curriculum Learning
| null |
|||
Workshop/IMOL
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https://openreview.net/forum?id=HD18lHluSR
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jiaxin Ge",
"Kaiya Zhao",
"Manuel Cortes",
"Jovana Kondic",
"Shuying Luo",
"Michelangelo Naim",
"Andrew Ahn",
"Guangyu Robert Yang"
] |
Enhancing Understanding in Generative Agents through Active Inquiring
| null |
|||
Workshop/IMOL
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https://openreview.net/forum?id=GgzfIBxa18
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Laetitia Teodorescu",
"Cédric Colas",
"Matthew Bowers",
"Thomas Carta",
"Pierre-Yves Oudeyer"
] |
Codeplay: Autotelic Learning through Collaborative Self-Play in Programming Environments
| null |
|||
Workshop/IMOL
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https://openreview.net/forum?id=DY5RK2ZsPn
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Gal Raz",
"Anjie Cao",
"Rebecca Saxe",
"Michael Frank"
] |
Modeling habituation in infants and adults using rational curiosity over perceptual embeddings
| null |
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Workshop/IMOL
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https://openreview.net/forum?id=80AIhHwAdw
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Guy Davidson",
"Graham Todd",
"Todd Gureckis",
"Julian Togelius",
"Brenden Lake"
] |
Generating Human-Like Goals by Synthesizing Reward-Producing Programs
| null |
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Workshop/IMOL
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https://openreview.net/forum?id=4gYLottfsf
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/gabegrand/lilo
|
[
"Gabriel Grand",
"Lionel Wong",
"Matthew Bowers",
"Theo X. Olausson",
"Muxin Liu",
"Joshua B. Tenenbaum",
"Jacob Andreas"
] |
Learning Interpretable Libraries by Compressing and Documenting Code
| 78 |
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Workshop/InfoCog
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https://openreview.net/forum?id=vC2lHVahks
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Maya Leshkowitz"
] |
An Information-Theoretic Approach to Cognitive Dimension Reduction
| null |
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Workshop/InfoCog
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https://openreview.net/forum?id=sE5sFNgVxe
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nir Weingarten",
"Moshe Butman",
"Ran Gilad-Bachrach"
] |
A Work in Progress: Tighter Bounds on the Information Bottleneck for Deep Learning
| null |
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Workshop/InfoCog
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https://openreview.net/forum?id=r2CDuDonZY
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ron Moshe Hecht",
"Gershon Celniker",
"Ronit Bustin",
"Dan Levi",
"Ariel Telpaz",
"Omer Tsimhoni",
"Ke Liu"
] |
Finding Relevant Information in Saliency Related Neural Networks
| null |
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Workshop/InfoCog
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https://openreview.net/forum?id=iPdTZGVNkd
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"David Kinney",
"Tania Lombrozo"
] |
Lossy Compression and the Granularity of Causal Representation
| null |
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Workshop/InfoCog
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https://openreview.net/forum?id=hRr0fNqnAP
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Aolin Xu"
] |
One if by land, two if by sea, three if by four seas, and more to come: values of perception, prediction, communication, and common sense in decision making
| null |
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Workshop/InfoCog
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https://openreview.net/forum?id=fpmnptci7d
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Miles Mahon",
"Praveen Venkatesh"
] |
Information Flows Reveal Computational Mechanisms of RNNs in Contextual Decision-making
| null |
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Workshop/InfoCog
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https://openreview.net/forum?id=euzT4OcP2m
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dror Freirich",
"Nir Weinberger",
"Ron Meir"
] |
The Distortion-Perception Tradeoff in Finite Channels with Arbitrary Distortion Measures
| null |
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Workshop/InfoCog
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https://openreview.net/forum?id=eAE32Quqe7
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Amelia Johnson",
"Michael Buice",
"Koosha Khalvati"
] |
Decision confidence reflects maximum entropy reinforcement learning
| null |
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Workshop/InfoCog
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https://openreview.net/forum?id=cFzQdE6DA3
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ryo Nomura"
] |
Optimum Self-Random Number Generation Rate and Its Application to the Rate-Distortion-Perception-Problem
| null |
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Workshop/InfoCog
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https://openreview.net/forum?id=UULIa4QFii
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Regev Cohen",
"Ehud Rivlin",
"Daniel Freedman"
] |
The Perception-Uncertainty Tradeoff in Generative Restoration Models
| null |
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Workshop/InfoCog
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https://openreview.net/forum?id=Sr2mVydu4r
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Grégoire Sergeant-Perthuis",
"Nils Ruet",
"David Rudrauf",
"Dimitri Ognibene",
"Yvain Tisserand"
] |
Influence of the geometry of the feature space on curiosity based exploration
| null |
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Workshop/InfoCog
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https://openreview.net/forum?id=SosbRhZLBV
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Gaia Carenini",
"Louis Bodot",
"Luca Bischetti",
"Walter Schaeken",
"Valentina Bambini"
] |
Large Language Models Behave (Almost) As Rational Speech Actors: Insights From Metaphor Understanding
| null |
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Workshop/InfoCog
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https://openreview.net/forum?id=SeQG0GCtBh
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Stefan Bucher",
"Peter Dayan"
] |
Cognitive Information Filters: Algorithmic Choice Architecture for Boundedly Rational Choosers
| null |
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Workshop/InfoCog
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https://openreview.net/forum?id=PfdpAPRxf5
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Abdelrahman Sharafeldin",
"Nabil Imam",
"Hannah Choi"
] |
Active Vision with Predictive Coding and Uncertainty Minimization
| null |
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Workshop/InfoCog
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https://openreview.net/forum?id=OcHrsQox0Z
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rubén Moreno-Bote",
"Jorge Ramirez-Ruiz"
] |
Empowerment, Free Energy Principle and Maximum Occupancy Principle Compared
| null |
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Workshop/InfoCog
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https://openreview.net/forum?id=KeWNER68iP
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rylan Schaeffer",
"Berivan Isik",
"Victor Lecomte",
"Mikail Khona",
"Yann LeCun",
"Andrey Gromov",
"Ravid Shwartz-Ziv",
"Sanmi Koyejo"
] |
An Information-Theoretic Understanding of Maximum Manifold Capacity Representations
| null |
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Workshop/InfoCog
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https://openreview.net/forum?id=9oEXdXmMNr
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nathaniel Imel",
"Richard Futrell",
"Michael Franke",
"Noga Zaslavsky"
] |
Noisy Population Dynamics Lead to Efficiently Compressed Semantic Systems
| null |
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Workshop/InfoCog
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https://openreview.net/forum?id=6nszHbR0Qh
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Moein Khajehnejad",
"Forough Habibollahi",
"Alon Loeffler",
"Brett Kagan",
"Adeel Razi"
] |
On Complex Network Dynamics of an In-Vitro Neuronal System during Rest and Gameplay
| null |
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Workshop/InfoCog
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https://openreview.net/forum?id=5uU9TY2oME
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yuqing Du",
"Eliza Kosoy",
"Alyssa Dayan",
"Maria Rufova",
"Pieter Abbeel",
"Alison Gopnik"
] |
What can AI Learn from Human Exploration? Intrinsically-Motivated Humans and Agents in Open-World Exploration
| null |
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Workshop/InfoCog
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https://openreview.net/forum?id=52jORfVm1S
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Richard Futrell"
] |
Natural Language Systematicity from a Constraint on Excess Entropy
| null |
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Workshop/InfoCog
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https://openreview.net/forum?id=4kkYR1kklR
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Christos Kaplanis",
"Pedro Mediano",
"Fernando Rosas"
] |
Learning Causally Emergent Representations
| null |
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https://openreview.net/forum?id=20z7qjzqJs
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jesse St. Amand",
"Martin Giese"
] |
Variable Selection in GPDMs Using the Information Bottleneck Method
| null |
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https://openreview.net/forum?id=zhES2B5mdv
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Usman Anwar",
"Jia Wan",
"David Krueger",
"Jakob Nicolaus Foerster"
] |
Noisy ZSC: Breaking The Common Knowledge Assumption In Zero-Shot Coordination Games
| null |
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https://openreview.net/forum?id=zHlQXFPUUy
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ryan Sullivan"
] |
Syllabus: Curriculum Learning Made Easy
| null |
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https://openreview.net/forum?id=yrsADvEk89
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Manfred Diaz",
"Liam Paull",
"Andrea Tacchetti"
] |
Rethinking Teacher-Student Curriculum Learning under the Cooperative Mechanics of Experience
| null |
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https://openreview.net/forum?id=uEdE2AJn2D
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Julien Pourcel",
"Cédric Colas",
"Pierre-Yves Oudeyer",
"Laetitia Teodorescu"
] |
ACES: generating diverse programming puzzles with autotelic language models and semantic descriptors
| null |
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https://openreview.net/forum?id=tWYUpG6aFE
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alexis D. Jacq",
"Manu Orsini",
"Gabriel Dulac-Arnold",
"Olivier Pietquin",
"Matthieu Geist",
"Olivier Bachem"
] |
On the importance of data collection for training general goal-reaching policies.
| null |
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https://openreview.net/forum?id=mBA5gdd8Tg
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Aya Kayal",
"Eduardo Pignatelli",
"Laura Toni"
] |
Does behavioral diversity in intrinsic rewards help exploration?
| null |
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https://openreview.net/forum?id=h7obi6WSuK
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/microsoft/smartplay
|
[
"Yue Wu",
"Xuan Tang",
"Tom Mitchell",
"Yuanzhi Li"
] |
SmartPlay : A Benchmark for LLMs as Intelligent Agents
| 117 |
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https://openreview.net/forum?id=gCPSeal6G8
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NeurIPS2024
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NaT
| null |
[
"Lucia Cipolina-Kun",
"Ignacio Carlucho",
"Kalesha Bullard"
] |
Adaptive Coalition Structure Generation
| null |
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Workshop/ALOE
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https://openreview.net/forum?id=buNbHiiB3j
|
oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/ld-ing/qdhf
|
[
"Li Ding",
"Jenny Zhang",
"Jeff Clune",
"Lee Spector",
"Joel Lehman"
] |
Quality Diversity through Human Feedback
| 15 |
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Workshop/ALOE
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https://openreview.net/forum?id=aFEZdGL3gn
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yuqing Du",
"Eliza Kosoy",
"Alyssa Li Dayan",
"Maria Rufova",
"Alison Gopnik",
"Pieter Abbeel"
] |
What can AI Learn from Human Exploration? Intrinsically-Motivated Humans and Agents in Open-World Exploration
| null |
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Workshop/ALOE
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https://openreview.net/forum?id=Lg3DGZSsOF
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sam Earle",
"M Charity",
"Julian Togelius",
"Dipika Rajesh"
] |
Quality Diversity in the Amorphous Fortress: Evolving for Complexity in 0-Player Games
| null |
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Workshop/ALOE
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https://openreview.net/forum?id=JlBBoZBOeF
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ayush Chopra",
"Jayakumar Subramanian",
"Balaji Krishnamurthy",
"Ramesh Raskar"
] |
AgentTorch: Agent-based Modeling with Automatic Differentiation
| null |
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Workshop/ALOE
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https://openreview.net/forum?id=GELhTb5iHy
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Marin Vlastelica",
"Jin Cheng",
"Georg Martius",
"Pavel Kolev"
] |
Diverse Offline Imitation Learning
| null |
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Workshop/ALOE
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https://openreview.net/forum?id=BlhQN9Jfpf
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alexander Rutherford",
"Benjamin Ellis",
"Matteo Gallici",
"Jonathan Cook",
"Andrei Lupu",
"Garðar Ingvarsson",
"Timon Willi",
"Akbir Khan",
"Christian Schroeder de Witt",
"Alexandra Souly",
"Saptarashmi Bandyopadhyay",
"Mikayel Samvelyan",
"Minqi Jiang",
"Robert Tjarko Lange",
"Shimon Whiteson",
"Bruno Lacerda",
"Nick Hawes",
"Tim Rocktäschel",
"Chris Lu",
"Jakob Nicolaus Foerster"
] |
JaxMARL: Multi-Agent RL Environments in JAX
| null |
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Workshop/ALOE
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https://openreview.net/forum?id=8lvT20K65h
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Luca Grillotti",
"Maxence Faldor",
"Borja G. León",
"Antoine Cully"
] |
Skill-Conditioned Policy Optimization with Successor Features Representations
| null |
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Workshop/ALOE
|
https://openreview.net/forum?id=5cEQ4ZOsIN
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Keith Yuan Patarroyo",
"Abhishek Sharma",
"Sara Walker",
"Lee Cronin"
] |
AssemblyCA: A Benchmark of Open-Endedness for Discrete Cellular Automata
| null |
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Workshop/ALOE
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https://openreview.net/forum?id=09wy0Rtacu
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kent Wu",
"Ziyi Xia",
"Shuaiyu Chen",
"Xiao-Yang Liu"
] |
Curriculum Learning from Smart Retail Investors: Towards Financial Open-endedness
| null |
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Workshop/HeavyTails
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https://openreview.net/forum?id=wI4SXLFqVK
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hong Zhang",
"Ying Liu",
"Romit Maulik"
] |
Semi-Implicit Neural Ordinary Differential Equations for Learning Chaotic Systems
| null |
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Workshop/HeavyTails
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https://openreview.net/forum?id=l4GYs60kre
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"E. Kelly Buchanan",
"Geoff Pleiss",
"John Patrick Cunningham"
] |
The Effects of Ensembling on Long-Tailed Data
| null |
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Workshop/HeavyTails
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https://openreview.net/forum?id=hyPoaUJwXI
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Vivien Cabannes",
"Elvis Dohmatob",
"Alberto Bietti"
] |
Associative Memories with Heavy-Tailed Data
| null |
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Workshop/HeavyTails
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https://openreview.net/forum?id=envolCEjJP
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/fadhela/mogp
|
[
"Hoil Lee",
"Fadhel Ayed",
"Paul Jung",
"Juho Lee",
"Hongseok Yang",
"Francois Caron"
] |
Deep neural networks with dependent weights:
Gaussian Process mixture limit, heavy tails, sparsity and compressibility
| 0 |
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Workshop/HeavyTails
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https://openreview.net/forum?id=XUeGYkOGF0
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Taole Sha",
"Michael Zhang"
] |
Online Student-t Processes with an Overall-local Scale Structure for Modelling Non-stationary Data
| null |
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Workshop/HeavyTails
|
https://openreview.net/forum?id=UaCrxyUeyE
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Matteo Gamba",
"Arna Ghosh",
"Kumar Krishna Agrawal",
"Blake Aaron Richards",
"Hossein Azizpour",
"Mårten Björkman"
] |
On the Varied Faces of Overparameterization in Supervised and Self-Supervised Learning
| null |
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Workshop/HeavyTails
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https://openreview.net/forum?id=TLO3pOHCyx
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yijun Wan",
"Abdellatif Zaidi",
"Umut Simsekli"
] |
Neural network compression with heavy-tailed SGD
| null |
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Workshop/HeavyTails
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https://openreview.net/forum?id=RNGvkRELRI
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ali Hasan",
"Yuting Ng",
"Jose Blanchet",
"Vahid Tarokh"
] |
Representation Learning for Extremes
| null |
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Workshop/HeavyTails
|
https://openreview.net/forum?id=I00Z75alN6
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Gianmarco Genalti",
"Lupo Marsigli",
"Nicola Gatti",
"Alberto Maria Metelli"
] |
Towards Fully Adaptive Regret Minimization in Heavy-Tailed Bandits
| null |
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Workshop/HeavyTails
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https://openreview.net/forum?id=C6PiH9Fkjd
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Fabian Schaipp",
"Umut Simsekli",
"Robert M. Gower"
] |
Robust gradient estimation in the presence of heavy-tailed noise
| null |
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Workshop/HeavyTails
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https://openreview.net/forum?id=01eUekTYvE
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Barak Battash",
"Lior Wolf",
"Ofir Lindenbaum"
] |
Revisiting the noise Model of SGD
| null |
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Workshop/GenPlan
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https://openreview.net/forum?id=z9GfvNQ7qJ
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Esther Derman",
"Yevgeniy Men",
"Matthieu Geist",
"Shie Mannor"
] |
Robustness and Regularization in Reinforcement Learning
| null |
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Workshop/GenPlan
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https://openreview.net/forum?id=z5Ai1ljmlH
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Weiwei Gu",
"Anant Sah",
"Nakul Gopalan"
] |
Learning Generalizable Visual Task Through Interaction
| null |
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Workshop/GenPlan
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https://openreview.net/forum?id=yJYVcItE3K
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Audrey Huang",
"Mohammad Ghavamzadeh",
"Nan Jiang",
"Marek Petrik"
] |
Non-adaptive Online Finetuning for Offline Reinforcement Learning
| null |
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Workshop/GenPlan
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https://openreview.net/forum?id=tKTTvWOzsZ
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lili Wu",
"Ben Evans",
"Riashat Islam",
"Raihan Seraj",
"Yonathan Efroni",
"Alex Lamb"
] |
Agent-Centric State Discovery for Finite-Memory POMDPs
| null |
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Workshop/GenPlan
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https://openreview.net/forum?id=rVAUd3Tf56
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ying Fan",
"Jingling Li",
"Adith Swaminathan",
"Aditya Modi",
"Ching-An Cheng"
] |
Simple Data Sharing for Multi-Tasked Goal-Oriented Problems
| null |
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Workshop/GenPlan
|
https://openreview.net/forum?id=pi0h7Q39h9
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hayato Watahiki",
"Ryo Iwase",
"Ryosuke Unno",
"Yoshimasa Tsuruoka"
] |
Leveraging Behavioral Cloning for Representation Alignment in Cross-Domain Policy Transfer
| null |
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Workshop/GenPlan
|
https://openreview.net/forum?id=ozqaF9YBce
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/bhatiaabhinav/rl3
|
[
"Abhinav Bhatia",
"Samer Nashed",
"Shlomo Zilberstein"
] |
RL^3: Boosting Meta Reinforcement Learning via RL inside RL^2
| 7 |
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Workshop/GenPlan
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https://openreview.net/forum?id=mntDNQ5ujE
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tianpei Yang",
"Srijita Das",
"Christabel Wayllace",
"Matthew Taylor"
] |
Work-in-Progress: Using Symbolic Planning with Deep RL to Improve Learning
| null |
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Workshop/GenPlan
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https://openreview.net/forum?id=mLXOy1iJz8
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dillon Ze Chen",
"Felipe Trevizan",
"Sylvie Thiebaux"
] |
Graph Neural Networks and Graph Kernels For Learning Heuristics: Is there a difference?
| null |
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Workshop/GenPlan
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https://openreview.net/forum?id=hbrE0MFsDV
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Naman Shah",
"Siddharth Srivastava"
] |
Learning How to Create Generalizable Hierarchies for Robot Planning
| null |
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Workshop/GenPlan
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https://openreview.net/forum?id=fYUWJHNkdA
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nasik Muhammad Nafi",
"William Hsu"
] |
Reinforcement Learning with Augmentation Invariant Representation: A Non-contrastive Approach
| null |
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Workshop/GenPlan
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https://openreview.net/forum?id=fWSPZh6PI1
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yu-An Lin",
"Chen-Tao Lee",
"Guan-Ting Liu",
"Pu-Jen Cheng",
"Shao-Hua Sun"
] |
Addressing Long-Horizon Tasks by Integrating Program Synthesis and State Machines
| null |
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Workshop/GenPlan
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https://openreview.net/forum?id=eIROHscxeg
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Turgay Caglar",
"Sirine Belhaj",
"Tathagata Chakraborti",
"Michael Katz",
"Sarath Sreedharan"
] |
Towards More Likely Models for AI Planning
| null |
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Workshop/GenPlan
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https://openreview.net/forum?id=eDZJTdUsfe
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Louis Kirsch",
"James Harrison",
"C. Freeman",
"Jascha Sohl-Dickstein",
"Jürgen Schmidhuber"
] |
Towards General-Purpose In-Context Learning Agents
| null |
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Workshop/GenPlan
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https://openreview.net/forum?id=cTtMNEn2Kr
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dillon Ze Chen",
"Sylvie Thiebaux",
"Felipe Trevizan"
] |
GOOSE: Learning Domain-Independent Heuristics
| null |
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Workshop/GenPlan
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https://openreview.net/forum?id=boub8VqmZu
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Pulkit Verma",
"Rushang Karia",
"Gaurav Vipat",
"Anmol Gupta",
"Siddharth Srivastava"
] |
Learning AI-System Capabilities under Stochasticity
| null |
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Workshop/GenPlan
|
https://openreview.net/forum?id=bFPbN1nWgU
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rushang Karia",
"Pulkit Verma",
"Gaurav Vipat",
"Siddharth Srivastava"
] |
Epistemic Exploration for Generalizable Planning and Learning in Non-Stationary Stochastic Settings
| null |
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Workshop/GenPlan
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https://openreview.net/forum?id=W0bhHvQK60
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Benjamin Eysenbach",
"Vivek Myers",
"Sergey Levine",
"Ruslan Salakhutdinov"
] |
Contrastive Representations Make Planning Easy
| null |
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Workshop/GenPlan
|
https://openreview.net/forum?id=RN7IqUMlOq
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zihao Deng",
"Brendan Juba"
] |
Stochastic Safe Action Model Learning
| null |
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Workshop/GenPlan
|
https://openreview.net/forum?id=QM9fIbFCW6
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Forest Agostinelli",
"Misagh Soltani"
] |
Learning Discrete World Models for Classical Planning Problems
| null |
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Workshop/GenPlan
|
https://openreview.net/forum?id=PgDbFx9bk8
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rafael Rodriguez-Sanchez",
"George Konidaris"
] |
Learning Abstract World Models for Value-preserving Planning with Options
| null |
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Workshop/GenPlan
|
https://openreview.net/forum?id=NqvB1U0HSJ
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jung-Chun Liu",
"Chi-Hsien Chang",
"Shao-Hua Sun",
"Tian-Li Yu"
] |
Integrating Planning and Deep Reinforcement Learning via Automatic Induction of Task Substructures
| null |
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Workshop/GenPlan
|
https://openreview.net/forum?id=MP1CXDOgAF
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Cassidy Laidlaw",
"Banghua Zhu",
"Stuart Russell",
"Anca Dragan"
] |
A Theoretical Explanation of Deep RL Performance in Stochastic Environments
| null |
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Workshop/GenPlan
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https://openreview.net/forum?id=LZjV4rHbzB
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rashmeet Kaur Nayyar",
"Shivanshu Verma",
"Siddharth Srivastava"
] |
Learning Generalizable Symbolic Options for Transfer in Reinforcement Learning
| null |
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Workshop/GenPlan
|
https://openreview.net/forum?id=HX3HZbUXrW
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hao Zhang",
"Tianpei Yang",
"YAN ZHENG",
"Jianye HAO",
"Matthew E. Taylor"
] |
PADDLE: Logic Program Guided Policy Reuse in Deep Reinforcement Learning
| null |
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Workshop/GenPlan
|
https://openreview.net/forum?id=G8UH41ZzzA
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Brendan Juba",
"Hai S Le",
"Roni Stern"
] |
Learning Safe Action Models with Partial Observability
| null |
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