EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning Paper • 2608.06197 • Published 1 day ago • 25
Progressive Agent Skill Generation via Reinforcement Learning Paper • 2608.01678 • Published 4 days ago • 58
Progressive Agent Skill Generation via Reinforcement Learning Paper • 2608.01678 • Published 4 days ago • 58
Progressive Agent Skill Generation via Reinforcement Learning Paper • 2608.01678 • Published 4 days ago • 58
LEDGERMIND: Provenance-Constrained Multimodal Agentic Reasoning with a Structured Evidence Ledger Paper • 2607.28374 • Published 8 days ago • 13
EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World Paper • 2607.17250 • Published 19 days ago • 92
PhysRAG: Enhancing Physics-Awareness in Video Generation via Retrieval-Augmented Generation Paper • 2606.26916 • Published Jun 25 • 4
Echo-Memory: A Controlled Study of Memory in Action World Models Paper • 2606.09803 • Published Jun 8 • 33
Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning Paper • 2605.10923 • Published May 11 • 13
UniPool: A Globally Shared Expert Pool for Mixture-of-Experts Paper • 2605.06665 • Published May 7 • 13
WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors Paper • 2605.10434 • Published May 11 • 29
Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning Paper • 2605.10923 • Published May 11 • 13
Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning Paper • 2605.10923 • Published May 11 • 13
OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data Paper • 2603.15594 • Published Mar 16 • 150
CoBA-RL: Capability-Oriented Budget Allocation for Reinforcement Learning in LLMs Paper • 2602.03048 • Published Feb 3 • 32