LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards Paper • 2605.31584 • Published 5 days ago • 37
Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards Paper • 2601.06021 • Published Jan 9 • 48
Boundary-Guided Policy Optimization for Memory-efficient RL of Diffusion Large Language Models Paper • 2510.11683 • Published Oct 13, 2025 • 15
AdaptThink: Reasoning Models Can Learn When to Think Paper • 2505.13417 • Published May 19, 2025 • 83
