In-Context Reinforcement Learning for Tool Use in Large Language Models Paper • 2603.08068 • Published 5 days ago • 25
Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams Paper • 2603.07392 • Published 6 days ago • 14
BandPO: Bridging Trust Regions and Ratio Clipping via Probability-Aware Bounds for LLM Reinforcement Learning Paper • 2603.04918 • Published 9 days ago • 54
BeyondSWE: Can Current Code Agent Survive Beyond Single-Repo Bug Fixing? Paper • 2603.03194 • Published 11 days ago • 53
SWE-rebench V2: Language-Agnostic SWE Task Collection at Scale Paper • 2602.23866 • Published 15 days ago • 84
VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training Paper • 2602.10693 • Published Feb 11 • 216 • 9
VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training Paper • 2602.10693 • Published Feb 11 • 216