Shengyuan Wang

Reinforcement Learning in the Era of Large Language Models: Challenges and Opportunities

Reinforcement learning (RL), is becoming essential in the post-training of large language models (LLMs), enhancing their capabilities and alignment with human preferences. However, adapting conventional RL to LLMs introduces challenges stemming from their massive parameter size a...