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OpenSpiel: A Framework for Reinforcement Learning in Games

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DeepMind: We're excited to release OpenSpiel: a framework for reinforcement learning in games. It contains over 25 games, and 20 algorithms, including tools for visualisation and evaluation. GitHub: http://github.com/deepmind/open_spiel Paper: https://arxiv.org/abs/1908.09453 https://t.co/9atJDrpHHw

11 replies, 1703 likes


Marc Lanctot: Happy to share a project that has been in the works for a while: OpenSpiel, a framework reinforcement learning, optimization, and search/planning in games.

3 replies, 106 likes


Jack Clark: Can someone please go to @DeepMindAI and give the person behind the OpenSpiel 'phase portraits' an "accidental AI paper art" prize? These are fantastic! Read more: OpenSpiel: A Framework for Reinforcement Learning in Games https://arxiv.org/abs/1908.09453 https://t.co/xov5wPea6q

4 replies, 94 likes


Marc G. Bellemare: From DeepMind and in particular my long-time colleague @sharky6000 (he taught me AI! and made me use Java), OpenSpiel aims designed to make it easy to benchmark various methods on games (as in: game theory, multiagent). Curious to see how more recent RL methods fare on these!

1 replies, 66 likes


Brennan Saeta: @jekbradbury and I and others have built a #SwiftLang for @TensorFlow port that is also included in the release. To find out more about Swift OpenSpiel and other RL libs in the #S4TF ecosystem, please join Friday's design review at 9am pacific (1600 UTC)! http://meet.google.com/brg-ooxx-aup

1 replies, 37 likes


Dominik Grewe: Including #S4TF versions of some games and algorithms!

1 replies, 22 likes


Brad Larson: โ€œThere is also a branch of pure Swift in the swift subdirectory.โ€ https://twitter.com/DeepMindAI/status/1166321490981265409

0 replies, 19 likes


Karl Tuyls: We released OpenSpiel today. A great project lead by these wonderful people: @sharky6000 @fzvinicius @EdwardLockhart Check it out!

0 replies, 10 likes


Kirk Borne: ๐ŸŒŸ@DeepMindAI releases OpenSpiel framework for #ReinforcementLearning in games, with over 25 games and 20 #algorithms, including tools for visualisation and evaluation: GitHub: https://github.com/deepmind/open_spiel Paper: https://arxiv.org/abs/1908.09453 โ€”โ€”โ€” #AI #MachineLearning #BigData #DataScience https://t.co/Yc4p2hQnCy

0 replies, 5 likes


Game Theory Games: OpenSpiel: A Framework for Reinforcement Learning in Games by deepmind: https://arxiv.org/abs/1908.09453 https://t.co/9E0eOthI1q

0 replies, 4 likes


Stephen Pimentel: OpenSpiel: A Framework for Reinforcement Learning in Games https://arxiv.org/abs/1908.09453

0 replies, 3 likes


Michal ล ustr: Deepmind just released Openspiel, a library that tackles very similar things to what we've been developing at CTU. Hopefully this will lead to fruitful collaboration!

1 replies, 1 likes


Content

Found on Aug 27 2019 at https://arxiv.org/pdf/1908.09453.pdf

PDF content of a computer science paper: OpenSpiel: A Framework for Reinforcement Learning in Games