Maximum Entropy Exploration Without the Rollouts

Jacob Adamczyk, Adam Kamoski, Rahul V. Kulkarni

Efficient exploration remains a central challenge in reinforcement learning, serving as a useful pretraining objective for data collection, particularly when an external reward fun…