VLGOR: Visual-Language Knowledge Guided Offline Reinforcement Learning for Generalizable Agents

Pengsen Liu, Maosen Zeng, Nan Tang +4

Combining Large Language Models (LLMs) with Reinforcement Learning (RL) enables agents to interpret language instructions more effectively for task execution. However, LLMs typical…