LawThinker: A Deep Research Legal Agent in Dynamic Environments Paper • 2602.12056 • Published 3 days ago • 31
Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning Paper • 2602.10090 • Published 5 days ago • 48
GISA: A Benchmark for General Information-Seeking Assistant Paper • 2602.08543 • Published 6 days ago • 26
LOCA-bench: Benchmarking Language Agents Under Controllable and Extreme Context Growth Paper • 2602.07962 • Published 7 days ago • 24
WideSeek-R1: Exploring Width Scaling for Broad Information Seeking via Multi-Agent Reinforcement Learning Paper • 2602.04634 • Published 11 days ago • 92
3D-Aware Implicit Motion Control for View-Adaptive Human Video Generation Paper • 2602.03796 • Published 12 days ago • 57
WideSeek: Advancing Wide Research via Multi-Agent Scaling Paper • 2602.02636 • Published 13 days ago • 15
ToolSafe: Enhancing Tool Invocation Safety of LLM-based agents via Proactive Step-level Guardrail and Feedback Paper • 2601.10156 • Published Jan 15 • 26
EnvScaler Collection The official datasets and models of "EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis" • 8 items • Updated Jan 13 • 3
ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration Paper • 2601.06860 • Published Jan 11 • 16
SmartSearch: Process Reward-Guided Query Refinement for Search Agents Paper • 2601.04888 • Published Jan 8 • 10
EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis Paper • 2601.05808 • Published Jan 9 • 36
Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem Paper • 2512.24873 • Published Dec 31, 2025 • 105
DeepAgent: A General Reasoning Agent with Scalable Toolsets Paper • 2510.21618 • Published Oct 24, 2025 • 101
Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation Paper • 2510.17354 • Published Oct 20, 2025 • 35
Toward Effective Tool-Integrated Reasoning via Self-Evolved Preference Learning Paper • 2509.23285 • Published Sep 27, 2025 • 14
We-Math 2.0: A Versatile MathBook System for Incentivizing Visual Mathematical Reasoning Paper • 2508.10433 • Published Aug 14, 2025 • 144
HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches Paper • 2508.08088 • Published Aug 11, 2025 • 29