Zhaolin Gao

Prompt Curriculum Learning for Efficient LLM Post-Training

$Q\sharp$: Provably Optimal Distributional RL for LLM Post-Training

Accelerating RL for LLM Reasoning with Optimal Advantage Regression

$Q\sharp$: Provably Optimal Distributional RL for LLM Post-Training

Value-Guided Search for Efficient Chain-of-Thought Reasoning

Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF

Pre-trained Large Language Models Learn to Predict Hidden Markov Models In-context