Superior Computer Chess with Model Predictive Control, Reinforcement Learning, and Rollout

Atharva Gundawar, Yuchao Li, Dimitri Bertsekas

In this paper we apply model predictive control (MPC), rollout, and reinforcement learning (RL) methodologies to computer chess. We introduce a new architecture for move selection,…