UrbanGround: From Local Perception to Spatial Agency in a Real-Scale City Paper • 2608.27456 • Published 7 days ago • 109
Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance Paper • 2608.00782 • Published Aug 1 • 16
SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution Paper • 2607.26784 • Published Jul 29 • 30
CoRT: Counterfactual Replay for Token-Level Rubric-Guided Policy Optimization Paper • 2607.25659 • Published Jul 28 • 84
Learning to Act under Noise: Enhancing Agent Robustness via Noisy Environments Paper • 2605.27209 • Published May 26 • 17
VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions Paper • 2605.27141 • Published May 26 • 21
Look Before You Leap: Autonomous Exploration for LLM Agents Paper • 2605.16143 • Published May 15 • 10
AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation Paper • 2604.18240 • Published Apr 20 • 17
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
CoBA-RL: Capability-Oriented Budget Allocation for Reinforcement Learning in LLMs Paper • 2602.03048 • Published Feb 3 • 32
MemOCR: Layout-Aware Visual Memory for Efficient Long-Horizon Reasoning Paper • 2601.21468 • Published Jan 29 • 25
Examining False Positives under Inference Scaling for Mathematical Reasoning Paper • 2502.06217 • Published Feb 10, 2025 • 1