Offline Model-Based Reinforcement Learning with Anti-Exploration

Padmanaba Srinivasan, William Knottenbelt

Model-based reinforcement learning (MBRL) algorithms learn a dynamics model from collected data and apply it to generate synthetic trajectories to enable faster learning. This is a…