Sample More to Think Less: Group Filtered Policy Optimization for Concise Reasoning Paper • 2508.09726 • Published Aug 13 • 14
Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization Paper • 2508.07629 • Published Aug 11 • 41
RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents Paper • 2507.03112 • Published Jul 3 • 31
KDRL: Post-Training Reasoning LLMs via Unified Knowledge Distillation and Reinforcement Learning Paper • 2506.02208 • Published Jun 2 • 3