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OpenSpiel: A Framework for Reinforcement Learning in Games

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Aug 27 2019 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, 1731 likes


Aug 27 2019 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, 97 likes


Aug 29 2019 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


Aug 28 2019 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


Aug 27 2019 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


Aug 27 2019 Dominik Grewe

Including #S4TF versions of some games and algorithms!
1 replies, 22 likes


Aug 27 2019 Brad Larson

“There is also a branch of pure Swift in the swift subdirectory.” https://twitter.com/DeepMindAI/status/1166321490981265409
0 replies, 19 likes


Aug 27 2019 Karl Tuyls

We released OpenSpiel today. A great project lead by these wonderful people: @sharky6000 @fzvinicius @EdwardLockhart Check it out!
0 replies, 10 likes


Aug 28 2019 Kirk Borne

🌟@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 ——— #AI #MachineLearning #BigData #DataScience https://t.co/Yc4p2hQnCy
0 replies, 5 likes


Aug 27 2019 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


Aug 27 2019 Stephen Pimentel

OpenSpiel: A Framework for Reinforcement Learning in Games https://arxiv.org/abs/1908.09453
0 replies, 3 likes


Aug 27 2019 Michal Šustr

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


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