Roy Fox

Selective Perception: Optimizing State Descriptions with Reinforcement Learning for Language Model Actors

2023 · arXiv (Cornell University)

Large language models (LLMs) are being applied as actors for sequential decision making tasks in domains such as robotics and games, utilizing their general world knowledge and planning abilities. However, previous work does little to …