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|---|---|---|---|---|---|---|---|---|---|---|---|---|
Workshop/InfoCog
|
https://openreview.net/forum?id=sE5sFNgVxe
|
poster
|
A Work in Progress: Tighter Bounds on the Information Bottleneck for Deep Learning
|
[
"Nir Weingarten",
"Moshe Butman",
"Ran Gilad-Bachrach"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/InfoCog
|
https://openreview.net/forum?id=r2CDuDonZY
|
poster
|
Finding Relevant Information in Saliency Related Neural Networks
|
[
"Ron Moshe Hecht",
"Gershon Celniker",
"Ronit Bustin",
"Dan Levi",
"Ariel Telpaz",
"Omer Tsimhoni",
"Ke Liu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/InfoCog
|
https://openreview.net/forum?id=msQGnw5mtw
|
oral
|
2311.15682
|
Information theoretic study of the neural geometry induced by category learning
|
[
"Laurent Bonnasse-Gahot",
"Jean-Pierre Nadal"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/InfoCog
|
https://openreview.net/forum?id=iPdTZGVNkd
|
oral
|
Lossy Compression and the Granularity of Causal Representation
|
[
"David Kinney",
"Tania Lombrozo"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/InfoCog
|
https://openreview.net/forum?id=hRr0fNqnAP
|
poster
|
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
|
[
"Aolin Xu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/InfoCog
|
https://openreview.net/forum?id=fpmnptci7d
|
poster
|
Information Flows Reveal Computational Mechanisms of RNNs in Contextual Decision-making
|
[
"Miles Mahon",
"Praveen Venkatesh"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/InfoCog
|
https://openreview.net/forum?id=euzT4OcP2m
|
poster
|
The Distortion-Perception Tradeoff in Finite Channels with Arbitrary Distortion Measures
|
[
"Dror Freirich",
"Nir Weinberger",
"Ron Meir"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/InfoCog
|
https://openreview.net/forum?id=eAE32Quqe7
|
poster
|
Decision confidence reflects maximum entropy reinforcement learning
|
[
"Amelia Johnson",
"Michael Buice",
"Koosha Khalvati"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/InfoCog
|
https://openreview.net/forum?id=cFzQdE6DA3
|
poster
|
Optimum Self-Random Number Generation Rate and Its Application to the Rate-Distortion-Perception-Problem
|
[
"Ryo Nomura"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/InfoCog
|
https://openreview.net/forum?id=ZgMRaX02ck
|
poster
|
2310.17445
|
Aberrant High-Order Dependencies in Schizophrenia Resting-State Functional MRI Networks
|
[
"Qiang LI",
"Vince Calhoun",
"Adithya Ram Ballem",
"Shujian Yu",
"Jesus Malo",
"Armin Iraji"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/InfoCog
|
https://openreview.net/forum?id=UULIa4QFii
|
oral
|
The Perception-Uncertainty Tradeoff in Generative Restoration Models
|
[
"Regev Cohen",
"Ehud Rivlin",
"Daniel Freedman"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/InfoCog
|
https://openreview.net/forum?id=Sr2mVydu4r
|
poster
|
Influence of the geometry of the feature space on curiosity based exploration
|
[
"Grégoire Sergeant-Perthuis",
"Nils Ruet",
"David Rudrauf",
"Dimitri Ognibene",
"Yvain Tisserand"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/InfoCog
|
https://openreview.net/forum?id=SosbRhZLBV
|
poster
|
Large Language Models Behave (Almost) As Rational Speech Actors: Insights From Metaphor Understanding
|
[
"Gaia Carenini",
"Louis Bodot",
"Luca Bischetti",
"Walter Schaeken",
"Valentina Bambini"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/InfoCog
|
https://openreview.net/forum?id=SeQG0GCtBh
|
oral
|
Cognitive Information Filters: Algorithmic Choice Architecture for Boundedly Rational Choosers
|
[
"Stefan Bucher",
"Peter Dayan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/InfoCog
|
https://openreview.net/forum?id=QuVQS62tCp
|
oral
|
2310.01807
|
Discrete, compositional, and symbolic representations through attractor dynamics
|
[
"Andrew Nam",
"Eric Elmoznino",
"Nikolay Malkin",
"Chen Sun",
"Yoshua Bengio",
"Guillaume Lajoie"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/InfoCog
|
https://openreview.net/forum?id=PfdpAPRxf5
|
oral
|
Active Vision with Predictive Coding and Uncertainty Minimization
|
[
"Abdelrahman Sharafeldin",
"Nabil Imam",
"Hannah Choi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/InfoCog
|
https://openreview.net/forum?id=OcHrsQox0Z
|
poster
|
Empowerment, Free Energy Principle and Maximum Occupancy Principle Compared
|
[
"Rubén Moreno-Bote",
"Jorge Ramirez-Ruiz"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/InfoCog
|
https://openreview.net/forum?id=KeWNER68iP
|
oral
|
An Information-Theoretic Understanding of Maximum Manifold Capacity Representations
|
[
"Rylan Schaeffer",
"Berivan Isik",
"Victor Lecomte",
"Mikail Khona",
"Yann LeCun",
"Andrey Gromov",
"Ravid Shwartz-Ziv",
"Sanmi Koyejo"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/InfoCog
|
https://openreview.net/forum?id=JAueaO7x1y
|
poster
|
2311.10940
|
Unsupervised estimation of ensemble accuracy
|
[
"Simi Haber",
"Yonatan Wexler"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/InfoCog
|
https://openreview.net/forum?id=I4XOc9n4E2
|
poster
|
2305.17375
|
Attention Schema in Neural Agents
|
[
"Dianbo Liu",
"Samuele Bolotta",
"Mike He Zhu",
"Zahra Sheikhbahaee",
"Yoshua Bengio",
"Guillaume Dumas"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/InfoCog
|
https://openreview.net/forum?id=DERzRHLO5l
|
oral
|
2312.02367
|
States as goal-directed concepts: an epistemic approach to state-representation learning
|
[
"Nadav Amir",
"Yael Niv",
"Angela Langdon"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/InfoCog
|
https://openreview.net/forum?id=9oEXdXmMNr
|
poster
|
Noisy Population Dynamics Lead to Efficiently Compressed Semantic Systems
|
[
"Nathaniel Imel",
"Richard Futrell",
"Michael Franke",
"Noga Zaslavsky"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/InfoCog
|
https://openreview.net/forum?id=6nszHbR0Qh
|
poster
|
On Complex Network Dynamics of an In-Vitro Neuronal System during Rest and Gameplay
|
[
"Moein Khajehnejad",
"Forough Habibollahi",
"Alon Loeffler",
"Brett Kagan",
"Adeel Razi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/InfoCog
|
https://openreview.net/forum?id=6K8c90L2mM
|
poster
|
2311.08309
|
Introducing an Improved Information-Theoretic Measure of Predictive Uncertainty
|
[
"Kajetan Schweighofer",
"Lukas Aichberger",
"Mykyta Ielanskyi",
"Sepp Hochreiter"
] |
https://huggingface.co/papers/2311.08309
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/InfoCog
|
https://openreview.net/forum?id=5uU9TY2oME
|
oral
|
What can AI Learn from Human Exploration? Intrinsically-Motivated Humans and Agents in Open-World Exploration
|
[
"Yuqing Du",
"Eliza Kosoy",
"Alyssa Dayan",
"Maria Rufova",
"Pieter Abbeel",
"Alison Gopnik"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/InfoCog
|
https://openreview.net/forum?id=52jORfVm1S
|
oral
|
Natural Language Systematicity from a Constraint on Excess Entropy
|
[
"Richard Futrell"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/InfoCog
|
https://openreview.net/forum?id=4kkYR1kklR
|
oral
|
Learning Causally Emergent Representations
|
[
"Christos Kaplanis",
"Pedro Mediano",
"Fernando Rosas"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/InfoCog
|
https://openreview.net/forum?id=20z7qjzqJs
|
poster
|
Variable Selection in GPDMs Using the Information Bottleneck Method
|
[
"Jesse St. Amand",
"Martin Giese"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ALOE
|
https://openreview.net/forum?id=zhES2B5mdv
|
poster
|
Noisy ZSC: Breaking The Common Knowledge Assumption In Zero-Shot Coordination Games
|
[
"Usman Anwar",
"Jia Wan",
"David Krueger",
"Jakob Nicolaus Foerster"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ALOE
|
https://openreview.net/forum?id=zaCQjtvSGG
|
poster
|
2309.14235
|
Stackelberg Driver Model for Continual Policy Improvement in Scenario-Based Closed-Loop Autonomous Driving
|
[
"Haoyi Niu",
"Qimao Chen",
"Yingyue Li",
"Yi ZHANG",
"Jianming HU"
] |
[
"https://github.com/BlueCat-de/SDM"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ALOE
|
https://openreview.net/forum?id=zHlQXFPUUy
|
poster
|
Syllabus: Curriculum Learning Made Easy
|
[
"Ryan Sullivan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ALOE
|
https://openreview.net/forum?id=yrsADvEk89
|
poster
|
Rethinking Teacher-Student Curriculum Learning under the Cooperative Mechanics of Experience
|
[
"Manfred Diaz",
"Liam Paull",
"Andrea Tacchetti"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ALOE
|
https://openreview.net/forum?id=yJRQXHpwd4
|
poster
|
2401.13460
|
Multi-Agent Diagnostics for Robustness via Illuminated Diversity
|
[
"Mikayel Samvelyan",
"Davide Paglieri",
"Minqi Jiang",
"Jack Parker-Holder",
"Tim Rocktäschel"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ALOE
|
https://openreview.net/forum?id=xzPkZyHlOW
|
poster
|
2311.05997
|
JARVIS-1: Open-world Multi-task Agents with Memory-Augmented Multimodal Language Models
|
[
"Zihao Wang",
"Shaofei Cai",
"Anji Liu",
"Xiaojian Ma",
"Yitao Liang"
] |
https://huggingface.co/papers/2311.05997
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ALOE
|
https://openreview.net/forum?id=vxZgTbmC4L
|
poster
|
2311.12716
|
minimax: Efficient Baselines for Autocurricula in JAX
|
[
"Minqi Jiang",
"Michael D Dennis",
"Edward Grefenstette",
"Tim Rocktäschel"
] |
[
"https://github.com/facebookresearch/minimax"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ALOE
|
https://openreview.net/forum?id=uEdE2AJn2D
|
poster
|
ACES: generating diverse programming puzzles with autotelic language models and semantic descriptors
|
[
"Julien Pourcel",
"Cédric Colas",
"Pierre-Yves Oudeyer",
"Laetitia Teodorescu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ALOE
|
https://openreview.net/forum?id=tWYUpG6aFE
|
poster
|
On the importance of data collection for training general goal-reaching policies.
|
[
"Alexis D. Jacq",
"Manu Orsini",
"Gabriel Dulac-Arnold",
"Olivier Pietquin",
"Matthieu Geist",
"Olivier Bachem"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ALOE
|
https://openreview.net/forum?id=sFF9UIh3iK
|
poster
|
2312.08958
|
LiFT: Unsupervised Reinforcement Learning with Foundation Models as Teachers
|
[
"Taewook Nam",
"Juyong Lee",
"Jesse Zhang",
"Sung Ju Hwang",
"Joseph J Lim",
"Karl Pertsch"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ALOE
|
https://openreview.net/forum?id=rmiwIL98uQ
|
oral
|
2307.13854
|
WebArena: A Realistic Web Environment for Building Autonomous Agents
|
[
"Shuyan Zhou",
"Frank F. Xu",
"Hao Zhu",
"Xuhui Zhou",
"Robert Lo",
"Abishek Sridhar",
"Xianyi Cheng",
"Tianyue Ou",
"Yonatan Bisk",
"Daniel Fried",
"Uri Alon",
"Graham Neubig"
] |
https://huggingface.co/papers/2307.13854
|
[
"https://github.com/web-arena-x/webarena"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ALOE
|
https://openreview.net/forum?id=reHXok5jiQ
|
oral
|
2310.00166
|
Motif: Intrinsic Motivation from Artificial Intelligence Feedback
|
[
"Martin Klissarov",
"Pierluca D'Oro",
"Shagun Sodhani",
"Roberta Raileanu",
"Pierre-Luc Bacon",
"Pascal Vincent",
"Amy Zhang",
"Mikael Henaff"
] |
https://huggingface.co/papers/2310.00166
|
[
"https://github.com/facebookresearch/motif"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ALOE
|
https://openreview.net/forum?id=qiKqsqwYXm
|
poster
|
2310.15393
|
DOGE: Domain Reweighting with Generalization Estimation
|
[
"Simin Fan",
"Matteo Pagliardini",
"Martin Jaggi"
] |
https://huggingface.co/papers/2310.15393
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ALOE
|
https://openreview.net/forum?id=pAMNKGwja6
|
oral
|
2305.16291
|
Voyager: An Open-Ended Embodied Agent with Large Language Models
|
[
"Guanzhi Wang",
"Yuqi Xie",
"Yunfan Jiang",
"Ajay Mandlekar",
"Chaowei Xiao",
"Yuke Zhu",
"Linxi Fan",
"Anima Anandkumar"
] |
https://huggingface.co/papers/2305.16291
|
[
"https://github.com/MineDojo/Voyager"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ALOE
|
https://openreview.net/forum?id=o32DXGiMoT
|
poster
|
2312.11768
|
Curriculum Learning for Cooperation in Multi-Agent Reinforcement Learning
|
[
"Rupali Bhati",
"SaiKrishna Gottipati",
"Clodéric Mars",
"Matthew E. Taylor"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ALOE
|
https://openreview.net/forum?id=nz2vqJI1fk
|
poster
|
2309.14209
|
Continual Driving Policy Optimization with Closed-Loop Individualized Curricula
|
[
"Haoyi Niu",
"Yizhou Xu",
"Xingjian Jiang",
"Jianming HU"
] |
[
"https://github.com/YizhouXu-THU/CLIC"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ALOE
|
https://openreview.net/forum?id=mJSQr1pciC
|
poster
|
2311.00651
|
Emergence of collective open-ended exploration from Decentralized Meta-Reinforcement learning
|
[
"Richard Bornemann",
"Gautier Hamon",
"Eleni Nisioti",
"Clément Moulin-Frier"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ALOE
|
https://openreview.net/forum?id=mBA5gdd8Tg
|
poster
|
Does behavioral diversity in intrinsic rewards help exploration?
|
[
"Aya Kayal",
"Eduardo Pignatelli",
"Laura Toni"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ALOE
|
https://openreview.net/forum?id=l92WEMwU8V
|
oral
|
2306.01711
|
OMNI: Open-endedness via Models of human Notions of Interestingness
|
[
"Jenny Zhang",
"Joel Lehman",
"Kenneth Stanley",
"Jeff Clune"
] |
https://huggingface.co/papers/2306.01711
|
[
"https://github.com/jennyzzt/omni"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ALOE
|
https://openreview.net/forum?id=jfGsAxBOq1
|
poster
|
2311.02283
|
Objectives Are All You Need: Solving Deceptive Problems Without Explicit Diversity Maintenance
|
[
"Ryan Boldi",
"Li Ding",
"Lee Spector"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ALOE
|
https://openreview.net/forum?id=h7obi6WSuK
|
poster
|
SmartPlay : A Benchmark for LLMs as Intelligent Agents
|
[
"Yue Wu",
"Xuan Tang",
"Tom Mitchell",
"Yuanzhi Li"
] |
[
"https://github.com/microsoft/smartplay"
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ALOE
|
https://openreview.net/forum?id=gS4T75axwE
|
poster
|
2312.10812
|
Learning to Act without Actions
|
[
"Dominik Schmidt",
"Minqi Jiang"
] |
https://huggingface.co/papers/2312.10812
|
[
"https://github.com/schmidtdominik/lapo"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ALOE
|
https://openreview.net/forum?id=gCPSeal6G8
|
poster
|
Adaptive Coalition Structure Generation
|
[
"Lucia Cipolina-Kun",
"Ignacio Carlucho",
"Kalesha Bullard"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ALOE
|
https://openreview.net/forum?id=fDJydDFcDv
|
poster
|
2310.08367
|
MCU: A Task-centric Framework for Open-ended Agent Evaluation in Minecraft
|
[
"Haowei Lin",
"Zihao Wang",
"Jianzhu Ma",
"Yitao Liang"
] |
https://huggingface.co/papers/2310.08367
|
[
"https://github.com/craftjarvis/mcu"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ALOE
|
https://openreview.net/forum?id=f6q0VHXVUl
|
poster
|
2310.08899
|
Exploration with Principles for Diverse AI Supervision
|
[
"Hao Liu",
"Matei Zaharia",
"Pieter Abbeel"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ALOE
|
https://openreview.net/forum?id=eZLOaRdlmc
|
poster
|
2312.05822
|
Toward Open-ended Embodied Tasks Solving
|
[
"Wei Wang",
"Dongqi Han",
"Xufang Luo",
"Yifei Shen",
"Charles Ling",
"Boyu Wang",
"Dongsheng Li"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ALOE
|
https://openreview.net/forum?id=dWiYbyqfJP
|
poster
|
2403.04253
|
Mastering Memory Tasks with World Models
|
[
"Mohammad Reza Samsami",
"Artem Zholus",
"Janarthanan Rajendran",
"Sarath Chandar"
] |
https://huggingface.co/papers/2403.04253
|
[
"https://github.com/chandar-lab/Recall2Imagine"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ALOE
|
https://openreview.net/forum?id=dVWBvvUhhI
|
poster
|
2310.01824
|
Mini-BEHAVIOR: A Procedurally Generated Benchmark for Long-horizon Decision-Making in Embodied AI
|
[
"Emily Jin",
"Jiaheng Hu",
"Zhuoyi Huang",
"Ruohan Zhang",
"Jiajun Wu",
"Li Fei-Fei",
"Roberto Martín-Martín"
] |
https://huggingface.co/papers/2310.01824
|
[
"https://github.com/stanfordvl/mini_behavior"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ALOE
|
https://openreview.net/forum?id=cbcO9qihOT
|
poster
|
2310.13032
|
Quality-Diversity through AI Feedback
|
[
"Herbie Bradley",
"Andrew Dai",
"Hannah Benita Teufel",
"Jenny Zhang",
"Koen Oostermeijer",
"Marco Bellagente",
"Jeff Clune",
"Kenneth Stanley",
"Gregory Schott",
"Joel Lehman"
] |
https://huggingface.co/papers/2310.13032
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ALOE
|
https://openreview.net/forum?id=buNbHiiB3j
|
oral
|
Quality Diversity through Human Feedback
|
[
"Li Ding",
"Jenny Zhang",
"Jeff Clune",
"Lee Spector",
"Joel Lehman"
] |
[
"https://github.com/ld-ing/qdhf"
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ALOE
|
https://openreview.net/forum?id=acD8BxMjwV
|
poster
|
2311.01829
|
Mix-ME: Quality-Diversity for Multi-Agent Learning
|
[
"Garðar Ingvarsson",
"Mikayel Samvelyan",
"Manon Flageat",
"Bryan Lim",
"Antoine Cully",
"Tim Rocktäschel"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ALOE
|
https://openreview.net/forum?id=aFEZdGL3gn
|
poster
|
What can AI Learn from Human Exploration? Intrinsically-Motivated Humans and Agents in Open-World Exploration
|
[
"Yuqing Du",
"Eliza Kosoy",
"Alyssa Li Dayan",
"Maria Rufova",
"Alison Gopnik",
"Pieter Abbeel"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ALOE
|
https://openreview.net/forum?id=Zi3LcfuTPx
|
poster
|
2310.03494
|
How the level sampling process impacts zero-shot generalisation in deep reinforcement learning
|
[
"Samuel Garcin",
"James Doran",
"Shangmin Guo",
"Christopher G. Lucas",
"Stefano V Albrecht"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ALOE
|
https://openreview.net/forum?id=Xw1hVTWxxQ
|
poster
|
2312.09187
|
Vision-Language Models as a Source of Rewards
|
[
"Kate Baumli",
"Satinder Singh",
"Feryal Behbahani",
"Harris Chan",
"Gheorghe Comanici",
"Sebastian Flennerhag",
"Maxime Gazeau",
"Kristian Holsheimer",
"Dan Horgan",
"Michael Laskin",
"Clare Lyle",
"Volodymyr Mnih",
"Alexander Neitz",
"Fabio Pardo",
"Jack Parker-Holder",
"John Quan",
"Tim Rocktäschel",
"Himanshu Sahni",
"Tom Schaul",
"Yannick Schroecker",
"Stephen Spencer",
"Richie Steigerwald",
"Luyu Wang",
"Lei M Zhang"
] |
https://huggingface.co/papers/2312.09187
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ALOE
|
https://openreview.net/forum?id=XUohU3mYQ5
|
poster
|
2402.05828
|
Discovering Temporally-Aware Reinforcement Learning Algorithms
|
[
"Matthew Thomas Jackson",
"Chris Lu",
"Louis Kirsch",
"Robert Tjarko Lange",
"Shimon Whiteson",
"Jakob Nicolaus Foerster"
] |
https://huggingface.co/papers/2402.05828
|
[
"https://github.com/EmptyJackson/groove"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ALOE
|
https://openreview.net/forum?id=WSrRF5Wy6v
|
poster
|
2305.11738
|
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing
|
[
"Zhibin Gou",
"Zhihong Shao",
"Yeyun Gong",
"yelong shen",
"Yujiu Yang",
"Nan Duan",
"Weizhu Chen"
] |
https://huggingface.co/papers/2305.11738
|
[
"https://github.com/microsoft/ProphetNet"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ALOE
|
https://openreview.net/forum?id=VjqNosdlAn
|
poster
|
2402.12527
|
The Edge-of-Reach Problem in Offline Model-Based Reinforcement Learning
|
[
"Anya Sims",
"Cong Lu",
"Yee Whye Teh"
] |
[
"https://github.com/anyasims/edge-of-reach-ravl"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ALOE
|
https://openreview.net/forum?id=V7Ao0FdXEn
|
poster
|
2310.18144
|
Improving Intrinsic Exploration by Creating Stationary Objectives
|
[
"Roger Creus Castanyer",
"Joshua Romoff",
"Glen Berseth"
] |
https://huggingface.co/papers/2310.18144
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ALOE
|
https://openreview.net/forum?id=UBxh6uhyuc
|
poster
|
2312.02309
|
Training Reinforcement Learning Agents and Humans with Difficulty-Conditioned Generators
|
[
"Sidney Tio",
"Pradeep Varakantham"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ALOE
|
https://openreview.net/forum?id=RFUiBPyGYF
|
oral
|
2310.12931
|
Eureka: Human-Level Reward Design via Coding Large Language Models
|
[
"Yecheng Jason Ma",
"William Liang",
"Guanzhi Wang",
"De-An Huang",
"Osbert Bastani",
"Dinesh Jayaraman",
"Yuke Zhu",
"Linxi Fan",
"Anima Anandkumar"
] |
https://huggingface.co/papers/2310.12931
|
[
"https://github.com/eureka-research/Eureka"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ALOE
|
https://openreview.net/forum?id=Lg3DGZSsOF
|
poster
|
Quality Diversity in the Amorphous Fortress: Evolving for Complexity in 0-Player Games
|
[
"Sam Earle",
"M Charity",
"Julian Togelius",
"Dipika Rajesh"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ALOE
|
https://openreview.net/forum?id=L9KATLgYvB
|
poster
|
2310.11667
|
SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents
|
[
"Xuhui Zhou",
"Hao Zhu",
"Leena Mathur",
"Ruohong Zhang",
"Haofei Yu",
"Zhengyang Qi",
"Louis-Philippe Morency",
"Yonatan Bisk",
"Daniel Fried",
"Graham Neubig",
"Maarten Sap"
] |
https://huggingface.co/papers/2310.11667
|
[
""
] |
[] |
[] |
[
"cmu-lti/sotopia"
] |
NeurIPS2024
|
|
Workshop/ALOE
|
https://openreview.net/forum?id=Kzs8sBUzJ8
|
poster
|
2306.11565
|
HomeRobot: Open-Vocabulary Mobile Manipulation
|
[
"Sriram Yenamandra",
"Arun Ramachandran",
"Karmesh Yadav",
"Austin S Wang",
"Mukul Khanna",
"Theophile Gervet",
"Tsung-Yen Yang",
"Vidhi Jain",
"Alexander Clegg",
"John M Turner",
"Zsolt Kira",
"Manolis Savva",
"Angel X Chang",
"Devendra Singh Chaplot",
"Dhruv Batra",
"Roozbeh Mottaghi",
"Yonatan Bisk",
"Chris Paxton"
] |
https://huggingface.co/papers/2306.11565
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ALOE
|
https://openreview.net/forum?id=JlBBoZBOeF
|
poster
|
AgentTorch: Agent-based Modeling with Automatic Differentiation
|
[
"Ayush Chopra",
"Jayakumar Subramanian",
"Balaji Krishnamurthy",
"Ramesh Raskar"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ALOE
|
https://openreview.net/forum?id=JK94vOwU29
|
poster
|
2310.06648
|
Diversity from Human Feedback
|
[
"Ren-Jian Wang",
"Ke Xue",
"Yutong Wang",
"Peng Yang",
"Haobo Fu",
"QIANG FU",
"Chao Qian"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ALOE
|
https://openreview.net/forum?id=HBvDqNF7sn
|
poster
|
2305.01521
|
Unlocking the Power of Representations in Long-term Novelty-based Exploration
|
[
"Steven Kapturowski",
"Alaa Saade",
"Daniele Calandriello",
"Charles Blundell",
"Pablo Sprechmann",
"Leopoldo Sarra",
"Oliver Groth",
"Michal Valko",
"Bilal Piot"
] |
https://huggingface.co/papers/2305.01521
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ALOE
|
https://openreview.net/forum?id=GELhTb5iHy
|
poster
|
Diverse Offline Imitation Learning
|
[
"Marin Vlastelica",
"Jin Cheng",
"Georg Martius",
"Pavel Kolev"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ALOE
|
https://openreview.net/forum?id=BpneszmNir
|
poster
|
2312.08662
|
From Centralized to Self-Supervised: Pursuing Realistic Multi-Agent Reinforcement Learning
|
[
"Violet Xiang",
"Logan Cross",
"Jan-Philipp Fränken",
"Nick Haber"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ALOE
|
https://openreview.net/forum?id=BlhQN9Jfpf
|
poster
|
JaxMARL: Multi-Agent RL Environments in JAX
|
[
"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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ALOE
|
https://openreview.net/forum?id=8wgNZ7Kado
|
poster
|
2310.10134
|
CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization
|
[
"Bodhisattwa Prasad Majumder",
"Bhavana Dalvi Mishra",
"Peter Jansen",
"Oyvind Tafjord",
"Niket Tandon",
"Li Zhang",
"Chris Callison-Burch",
"Peter Clark"
] |
https://huggingface.co/papers/2310.10134
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/ALOE
|
https://openreview.net/forum?id=8lvT20K65h
|
poster
|
Skill-Conditioned Policy Optimization with Successor Features Representations
|
[
"Luca Grillotti",
"Maxence Faldor",
"Borja G. León",
"Antoine Cully"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ALOE
|
https://openreview.net/forum?id=5cEQ4ZOsIN
|
poster
|
AssemblyCA: A Benchmark of Open-Endedness for Discrete Cellular Automata
|
[
"Keith Yuan Patarroyo",
"Abhishek Sharma",
"Sara Walker",
"Lee Cronin"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/ALOE
|
https://openreview.net/forum?id=4gSkzVAF6g
|
poster
|
2406.12905
|
PufferLib: Making Reinforcement Learning Libraries and Environments Play Nice
|
[
"Joseph Suarez"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ALOE
|
https://openreview.net/forum?id=3aPLOQTcVL
|
poster
|
2401.02576
|
t-DGR: A Trajectory-Based Deep Generative Replay Method for Continual Learning in Decision Making
|
[
"William Yue",
"Bo Liu",
"Peter Stone"
] |
[
"https://github.com/williamyue37/t-dgr"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ALOE
|
https://openreview.net/forum?id=16fkkkCeOC
|
poster
|
2302.05583
|
Procedural generation of meta-reinforcement learning tasks
|
[
"Thomas Miconi"
] |
[
"https://github.com/thomasmiconi/meta-task-generator"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/ALOE
|
https://openreview.net/forum?id=09wy0Rtacu
|
poster
|
Curriculum Learning from Smart Retail Investors: Towards Financial Open-endedness
|
[
"Kent Wu",
"Ziyi Xia",
"Shuaiyu Chen",
"Xiao-Yang Liu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/HeavyTails
|
https://openreview.net/forum?id=wI4SXLFqVK
|
poster
|
Semi-Implicit Neural Ordinary Differential Equations for Learning Chaotic Systems
|
[
"Hong Zhang",
"Ying Liu",
"Romit Maulik"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/HeavyTails
|
https://openreview.net/forum?id=ur9hHy6VT7
|
poster
|
2312.00427
|
From Mutual Information to Expected Dynamics: New Generalization Bounds for Heavy-Tailed SGD
|
[
"Benjamin Dupuis",
"Paul Viallard"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/HeavyTails
|
https://openreview.net/forum?id=tkYdr7qVlE
|
poster
|
2305.08069
|
Instance-Aware Repeat Factor Sampling for Long-Tailed Object Detection
|
[
"Burhaneddin Yaman",
"Tanvir Mahmud",
"Chun-Hao Liu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/HeavyTails
|
https://openreview.net/forum?id=rWptAXSkIC
|
poster
|
2112.07602
|
Meta-Analysis of Randomized Experiments with Applications to Heavy-Tailed Response Data
|
[
"Nilesh Tripuraneni",
"Dominique Perrault-Joncas",
"Dhruv Madeka",
"Dean Foster",
"Michael Jordan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/HeavyTails
|
https://openreview.net/forum?id=l4GYs60kre
|
poster
|
The Effects of Ensembling on Long-Tailed Data
|
[
"E. Kelly Buchanan",
"Geoff Pleiss",
"John Patrick Cunningham"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/HeavyTails
|
https://openreview.net/forum?id=iJkskCUl2f
|
poster
|
2309.16476
|
High-dimensional robust regression under heavy-tailed data: Asymptotics and Universality
|
[
"Urte Adomaityte",
"Leonardo Defilippis",
"Bruno Loureiro",
"Gabriele Sicuro"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/HeavyTails
|
https://openreview.net/forum?id=hzlsBtfKZ1
|
poster
|
2307.03479
|
Large Deviations and Metastability Analysis for Heavy-Tailed Dynamical Systems
|
[
"Chang-Han Rhee",
"Xingyu Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/HeavyTails
|
https://openreview.net/forum?id=hyPoaUJwXI
|
poster
|
Associative Memories with Heavy-Tailed Data
|
[
"Vivien Cabannes",
"Elvis Dohmatob",
"Alberto Bietti"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/HeavyTails
|
https://openreview.net/forum?id=hidLUSfu0D
|
poster
|
2311.04163
|
Outliers with Opposing Signals Have an Outsized Effect on Neural Network Optimization
|
[
"Elan Rosenfeld",
"Andrej Risteski"
] |
https://huggingface.co/papers/2311.04163
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/HeavyTails
|
https://openreview.net/forum?id=envolCEjJP
|
poster
|
Deep neural networks with dependent weights:
Gaussian Process mixture limit, heavy tails, sparsity and compressibility
|
[
"Hoil Lee",
"Fadhel Ayed",
"Paul Jung",
"Juho Lee",
"Hongseok Yang",
"Francois Caron"
] |
[
"https://github.com/fadhela/mogp"
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/HeavyTails
|
https://openreview.net/forum?id=dHGNgkUcGd
|
poster
|
2207.14484
|
Adaptive Gradient Methods at the Edge of Stability
|
[
"Jeremy Cohen",
"Behrooz Ghorbani",
"Shankar Krishnan",
"Naman Agarwal",
"Sourabh Medapati",
"Michal Badura",
"Daniel Suo",
"Zachary Nado",
"George E. Dahl",
"Justin Gilmer"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/HeavyTails
|
https://openreview.net/forum?id=XUeGYkOGF0
|
poster
|
Online Student-t Processes with an Overall-local Scale Structure for Modelling Non-stationary Data
|
[
"Taole Sha",
"Michael Zhang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/HeavyTails
|
https://openreview.net/forum?id=UaCrxyUeyE
|
poster
|
On the Varied Faces of Overparameterization in Supervised and Self-Supervised Learning
|
[
"Matteo Gamba",
"Arna Ghosh",
"Kumar Krishna Agrawal",
"Blake Aaron Richards",
"Hossein Azizpour",
"Mårten Björkman"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/HeavyTails
|
https://openreview.net/forum?id=TLO3pOHCyx
|
poster
|
Neural network compression with heavy-tailed SGD
|
[
"Yijun Wan",
"Abdellatif Zaidi",
"Umut Simsekli"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/HeavyTails
|
https://openreview.net/forum?id=RNGvkRELRI
|
poster
|
Representation Learning for Extremes
|
[
"Ali Hasan",
"Yuting Ng",
"Jose Blanchet",
"Vahid Tarokh"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/HeavyTails
|
https://openreview.net/forum?id=PQn3PoSsPb
|
poster
|
2311.11841
|
High Probability Guarantees for Random Reshuffling
|
[
"Hengxu Yu",
"Xiao Li"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
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