Overconfident Errors Need Stronger Correction: Asymmetric Confidence Penalties for Reinforcement Learning Paper • 2602.21420 • Published Feb 24 • 6
Planner-R1: Reward Shaping Enables Efficient Agentic RL with Smaller LLMs Paper • 2509.25779 • Published Sep 30, 2025 • 19
Tulu 3 Datasets Collection All datasets released with Tulu 3 -- state of the art open post-training recipes. • 32 items • Updated Mar 2 • 97