From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards

Ziyu Chen, Zhiqing Xiao, Xinbei Jiang +1

Large Language Models (LLMs) and Reinforcement Learning (RL) are two powerful approaches for building autonomous agents. However, due to limited understanding of the game environme…