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Convex Regularization in Monte-Carlo Tree Search Tuan Dam Carlo D'Eramo Jan Peters Joni Pajarinen 2020-07-01 Aligning Superhuman AI and Human Behavior: Chess as a Model System | Reid McIlroy-Young Siddhartha Sen Jon Kleinberg Ashton Anderson 2020-06-02 Think Too Fast Nor Too Slow: The Computational Trade-off Between Planning And Reinforcement Learning Thomas M. Moerland Anna Deichler Simone Baldi Joost Broekens Catholijn M. Jonker 2020-05-15 Neural Machine Translation with Monte-Carlo Tree Search | Jerrod Parker Jerry Zikun Chen 2020-04-27 Warm-Start AlphaZero Self-Play Search Enhancements Hui Wang Mike Preuss Aske Plaat 2020-04-26 Accelerating and Improving AlphaZero Using Population Based Training Ti-Rong Wu Ting-Han Wei I-Chen Wu 2020-03-13 Learning to Resolve Alliance Dilemmas in Many-Player Zero-Sum Games Edward Hughes Thomas W. Anthony Tom Eccles Joel Z. Leibo David Balduzzi Yoram Bachrach 2020-02-27 Polygames: Improved Zero Learning Tristan Cazenave Yen-Chi Chen Guan-Wei Chen Shi-Yu Chen Xian-Dong Chiu Julien Dehos Maria Elsa Qucheng Gong Hengyuan Hu Vasil Khalidov Cheng-Ling Li Hsin-I Lin Yu-Jin Lin Xavier Martinet Vegard Mella Jeremy Rapin Baptiste Roziere Gabriel Synnaeve Fabien Teytaud Olivier Teytaud Shi-Cheng Ye Yi-Jun Ye Shi-Jim Yen Sergey Zagoruyko 2020-01-27 Three-Head Neural Network Architecture for AlphaZero Learning Anonymous 2020-01-01 Self-Play Learning Without a Reward Metric Dan Schmidt Nick Moran Jonathan S. Rosenfeld Jonathan Rosenthal Jonathan Yedidia 2019-12-16 Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model | Julian Schrittwieser Ioannis Antonoglou Thomas Hubert Karen Simonyan Laurent Sifre Simon Schmitt Arthur Guez Edward Lockhart Demis Hassabis Thore Graepel Timothy Lillicrap David Silver # 1 ATARI GAMES ON ATARI 2600 ROBOTANK 2019-11-19 Multiplayer AlphaZero | Nick Petosa Tucker Balch 2019-10-29 Exploring the Performance of Deep Residual Networks in Crazyhouse Chess | Sun-Yu Gordon Chi 2019-08-25 Performing Deep Recurrent Double Q-Learning for Atari Games Felipe Moreno-Vera 2019-08-16 Multiple Policy Value Monte Carlo Tree Search Li-Cheng Lan Wei Li Ting-Han Wei I-Chen Wu 2019-05-31 Learning Compositional Neural Programs with Recursive Tree Search and Planning Thomas Pierrot Guillaume Ligner Scott Reed Olivier Sigaud Nicolas Perrin Alexandre Laterre David Kas Karim Beguir Nando de Freitas 2019-05-30 Deep Policies for Width-Based Planning in Pixel Domains | Miquel Junyent Anders Jonsson Vicen Gmez 2019-04-12 Improved Reinforcement Learning with Curriculum Joseph West Frederic Maire Cameron Browne Simon Denman 2019-03-29 Hyper-Parameter Sweep on AlphaZero General | Hui Wang Michael Emmerich Mike Preuss Aske Plaat 2019-03-19 -Rank: Multi-Agent Evaluation by Evolution Shayegan Omidshafiei Christos Papadimitriou Georgios Piliouras Karl Tuyls Mark Rowland Jean-Baptiste Lespiau Wojciech M. Czarnecki Marc Lanctot Julien Perolat Remi Munos 2019-03-04 Accelerating Self-Play Learning in Go | David J. Wu 2019-02-27 ELF OpenGo: An Analysis and Open Reimplementation of AlphaZero | Yuandong Tian Jerry Ma Qucheng Gong Shubho Sengupta Zhuoyuan Chen James Pinkerton C. Lawrence Zitnick 2019-02-12 The Entropy of Artificial Intelligence and a Case Study of AlphaZero from Shannon's Perspective Bo Zhang Bin Chen Jin-lin Peng 2018-12-14 Assessing the Potential of Classical Q-learning in General Game Playing | Hui Wang Michael Emmerich Aske Plaat 2018-10-14 ExIt-OOS: Towards Learning from Planning in Imperfect Information Games | Andy Kitchen Michela Benedetti 2018-08-30 Ranked Reward: Enabling Self-Play Reinforcement Learning for Combinatorial Optimization | Alexandre Laterre Yunguan Fu Mohamed Khalil Jabri Alain-Sam Cohen David Kas Karl Hajjar Torbjorn S. Dahl Amine Kerkeni Karim Beguir 2018-07-04 Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm | David Silver Thomas Hubert Julian Schrittwieser Ioannis Antonoglou Matthew Lai Arthur Guez Marc Lanctot Laurent Sifre Dharshan Kumaran Thore Graepel Timothy Lillicrap Karen Simonyan Demis Hassabis # 1 GAME OF SHOGI ON ELO RATINGS 2017-12-05

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AlphaZero | Papers With Code