Sample More to Think Less: Group Filtered Policy Optimization for Concise Reasoning Paper • 2508.09726 • Published Aug 13, 2025 • 15
Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization Paper • 2508.07629 • Published Aug 11, 2025 • 43
RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents Paper • 2507.03112 • Published Jul 3, 2025 • 32
KDRL: Post-Training Reasoning LLMs via Unified Knowledge Distillation and Reinforcement Learning Paper • 2506.02208 • Published Jun 2, 2025 • 3