Prompt Curriculum Learning for Efficient LLM Post-Training Paper • 2510.01135 • Published Oct 1, 2025 • 2
Value-Guided Search for Efficient Chain-of-Thought Reasoning Paper • 2505.17373 • Published May 23, 2025 • 5
Pre-trained Large Language Models Learn Hidden Markov Models In-context Paper • 2506.07298 • Published Jun 8, 2025 • 26
Accelerating RL for LLM Reasoning with Optimal Advantage Reg Collection 19 items • Updated May 30, 2025 • 2
Accelerating RL for LLM Reasoning with Optimal Advantage Regression Paper • 2505.20686 • Published May 27, 2025 • 2
REBEL: Reinforcement Learning via Regressing Relative Rewards Paper • 2404.16767 • Published Apr 25, 2024 • 2