EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning Paper • 2608.06197 • Published 6 days ago • 40
AgentOPSD: Recursive Self-Distillation for Agentic Reinforcement Learning Paper • 2608.05987 • Published 6 days ago • 90
VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation Paper • 2607.28590 • Published 13 days ago • 46
CAST: Game Solvers as Turn-Level Teachers for LLM Agents Paper • 2607.25308 • Published 15 days ago • 41
SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution Paper • 2607.26784 • Published 14 days ago • 28
Skill0.5: Joint Skill Internalization and Utilization for Out-of-Distribution Generalization in Agentic Reinforcement Learning Paper • 2605.28424 • Published May 27 • 32
Learning to Act under Noise: Enhancing Agent Robustness via Noisy Environments Paper • 2605.27209 • Published May 26 • 16
VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions Paper • 2605.27141 • Published May 26 • 20
Maestro: Reinforcement Learning to Orchestrate Hierarchical Model-Skill Ensembles Paper • 2605.22177 • Published May 21 • 21
Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning Paper • 2605.10923 • Published May 11 • 12
KnowU-Bench: Towards Interactive, Proactive, and Personalized Mobile Agent Evaluation Paper • 2604.08455 • Published Apr 9 • 48
SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization Paper • 2604.02268 • Published Apr 2 • 103
V_{0.5}: Generalist Value Model as a Prior for Sparse RL Rollouts Paper • 2603.10848 • Published Mar 11 • 17
Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models Paper • 2602.07026 • Published Feb 2 • 141
CoBA-RL: Capability-Oriented Budget Allocation for Reinforcement Learning in LLMs Paper • 2602.03048 • Published Feb 3 • 32
Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing Paper • 2602.03845 • Published Feb 3 • 27