SEMDICE: Off-policy State Entropy Maximization via Stationary Distribution Correction Estimation

Jongmin Lee, Meiqi Sun, Pieter Abbeel

In the unsupervised pre-training for reinforcement learning, the agent aims to learn a prior policy for downstream tasks without relying on task-specific reward functions. We focus…