Value-Guided Search for Efficient Chain-of-Thought Reasoning Paper • 2505.17373 • Published May 23 • 5
Pre-trained Large Language Models Learn Hidden Markov Models In-context Paper • 2506.07298 • Published Jun 8 • 26
Accelerating RL for LLM Reasoning with Optimal Advantage Reg Collection 19 items • Updated May 30 • 2
Accelerating RL for LLM Reasoning with Optimal Advantage Regression Paper • 2505.20686 • Published May 27 • 2
REBEL: Reinforcement Learning via Regressing Relative Rewards Paper • 2404.16767 • Published Apr 25, 2024 • 2