A Pontryagin Perspective on Reinforcement Learning

Onno Eberhard, Claire Vernade, Michael Muehlebach

Reinforcement learning has traditionally focused on learning state-dependent policies to solve optimal control problems in a closed-loop fashion. In this work, we introduce the par…