A KL-regularization Framework for Learning to Plan with Adaptive Priors

Álvaro Serra-Gomez, Daniel Jarne Ornia, Dhruva Tirumala +1

Effective exploration remains a central challenge in model-based reinforcement learning (MBRL), particularly in high-dimensional continuous control tasks where sample efficiency is…