Google DeepMind AlphaGo Zero

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• Service Capabilities
• Evolutionary Computation / Genetic Algorithms
• Architectures
• Google DeepMind AlphaFold
• Google DeepMind AlphaStar
• Minigo
• Monte Carlo Tree Search
• Mastering the game of Go with deep neural networks and tree search | D. Silver, A. Huang, C. Maddison, A. Guez, L. Sifre, G. van den Driessche, J. Schrittwieser, I. Antonoglou, V. Panneershelvam, M. Lanctot, S. Dieleman, D. Grewe, J. Nham, N. Kalchbrenner, I. Sutskever, T. Lillicrap, M. Leach, K. Kavukcuoglu, T. Graepel & D. Hassabis - Nature
• Mastering the game of Go without human knowledge | Google DeepMind: D. Silver, J. Schrittwieser, K. Simonyan, I. Antonoglou, A. Huang, A. Guez, T. Hubert, L. Baker, M. Lai, A. Bolton, Y. Chen, T. Lillicrap, F. Hui, L. Sifre, G. wan den Driessehe, T. Graepel, & D. Hassabis
• A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play | Google DeepMind: D. Silver, J. Schrittwieser, K. Simonyan, I. Antonoglou, A. Huang, A. Guez, T. Hubert, L. Baker, M. Lai, A. Bolton, Y. Chen, T. Lillicrap, F. Hui, L. Sifre, G. wan den Driessehe, T. Graepel, & D. Hassabis - Science

• AlphaGo Zero Explained In One Diagram | David Foster

Monte Carlo Tree Search

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• Markov Decision Process (MDP)