EffectLearner: World-Aware Object-Effect Reasoning for Real-World Video Object Removal Paper • 2608.05565 • Published 1 day ago • 12
EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning Paper • 2608.06197 • Published 1 day ago • 28
Progressive Agent Skill Generation via Reinforcement Learning Paper • 2608.01678 • Published 5 days ago • 58
Beyond Relevance-Centric Retrieval: Rubric-Oriented Document Set Selection and Ranking Paper • 2607.19747 • Published 17 days ago • 31
Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning Paper • 2605.10923 • Published May 11 • 13