Behavioral Entropy-Guided Dataset Generation for Offline Reinforcement Learning

Wesley A. Suttle, Aamodh Suresh, Carlos Nieto-Granda

Entropy-based objectives are widely used to perform state space exploration in reinforcement learning (RL) and dataset generation for offline RL. Behavioral entropy (BE), a rigorou…