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

Modern AI for strategic games including chess has evolved from early rule-based systems such as brute force engines that relied on handcrafted heuristics and exhaustive search, to sophisticated learning-based methods that can create and refine their own strategies. Reinforcement learning (RL) programs including Alpha Zero mastered chess starting with...

Published: 9/9/2025 | Inventor(s): Dimitri Bertsekas, Yuchao Li, Atharva Gundawar

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Category(s): Artificial Intelligence/Machine Learning, Computing & Information Technology, Physical Science