True Knowledge Comes from Practice: Aligning LLMs with Embodied Environments via Reinforcement Learning

Weihao Tan, Wentao Zhang, Shanqi Liu +3

Despite the impressive performance across numerous tasks, large language models (LLMs) often fail in solving simple decision-making tasks due to the misalignment of the knowledge i…