The Virtues of Laziness in Model-based RL: A Unified Objective and Algorithms

Anirudh Vemula, Yuda Song, Aarti Singh +2

We propose a novel approach to addressing two fundamental challenges in Model-based Reinforcement Learning (MBRL): the computational expense of repeatedly finding a good policy in…