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'''[[Main Page|Home]] * [[People]] * Ioannis Antonoglou'''
[[FILE:IoannisAntonoglou.jpg|border|right|thumb|link=https://www.linkedin.com/in/ioannis-alexandros-antonoglou-45393253| Ioannis Antonoglou <ref>[https://www.linkedin.com/in/ioannis-alexandros-antonoglou-45393253 Ioannis Alexandros Antonoglou | LinkedIn]</ref> ]]
'''Ioannis Alexandros Antonoglou''',<br/>
a Greek computer scientist and software engineer at [[Google]] [[DeepMind]], involved in the [[AlphaGo]] and [[AlphaZero]] projects. He holds an [https://en.wikipedia.org/wiki/Engineer's_degree#Greece engineer's degree] in [https://en.wikipedia.org/wiki/Electrical_engineering electrical] and [https://en.wikipedia.org/wiki/Computer_engineering computer engineering] from [https://en.wikipedia.org/wiki/Aristotle_University_of_Thessaloniki Aristotle University of Thessaloniki] in 2011, and an M.Sc. in [[Artificial Intelligence|artificial intelligence]] and [[Learning|machine learning]] from [[University of Edinburgh]] in 2012.
=Selected Publications=
<ref>[http://dblp.uni-trier.de/pers/hd/a/Antonoglou:Ioannis dblp: Ioannis Antonoglou]</ref>
==2013 ...==
* [[Volodymyr Mnih]], [[Koray Kavukcuoglu]], [[David Silver]], [[Alex Graves]], [[Ioannis Antonoglou]], [[Daan Wierstra]], [[Martin Riedmiller]] ('''2013'''). ''Playing Atari with Deep Reinforcement Learning''. [http://arxiv.org/abs/1312.5602 arXiv:1312.5602] <ref>[http://www.nervanasys.com/demystifying-deep-reinforcement-learning/ Demystifying Deep Reinforcement Learning] by [http://www.nervanasys.com/author/tambet/ Tambet Matiisen], [http://www.nervanasys.com/ Nervana], December 21, 2015</ref>
* [[Tom Schaul]], [[Ioannis Antonoglou]], [[David Silver]] ('''2014'''). ''Unit Tests for Stochastic Optimization''. [http://arxiv.org/abs/1312.6055v3 arXiv:1312.6055v3] <ref>[https://github.com/IoannisAntonoglou/optimBench GitHub - IoannisAntonoglou/optimBench: Benchmark testbed for assessing the performance of optimisation algorithms]</ref>
==2015 ...==
* [[Volodymyr Mnih]], [[Koray Kavukcuoglu]], [[David Silver]], [[Andrei A. Rusu]], [[Joel Veness]], [[Marc G. Bellemare]], [[Alex Graves]], [[Martin Riedmiller]], [[Andreas K. Fidjeland]], [[Georg Ostrovski]], [[Stig Petersen]], [[Charles Beattie]], [[Amir Sadik]], [[Ioannis Antonoglou]], [[Helen King]], [[Dharshan Kumaran]], [[Daan Wierstra]], [[Shane Legg]], [[Demis Hassabis]] ('''2015'''). ''[http://www.nature.com/nature/journal/v518/n7540/abs/nature14236.html Human-level control through deep reinforcement learning]''. [https://en.wikipedia.org/wiki/Nature_%28journal%29 Nature], Vol. 518
* [[David Silver]], [[Shih-Chieh Huang|Aja Huang]], [[Chris J. Maddison]], [[Arthur Guez]], [[Laurent Sifre]], [[George van den Driessche]], [[Julian Schrittwieser]], [[Ioannis Antonoglou]], [[Veda Panneershelvam]], [[Marc Lanctot]], [[Sander Dieleman]], [[Dominik Grewe]], [[John Nham]], [[Nal Kalchbrenner]], [[Ilya Sutskever]], [[Timothy Lillicrap]], [[Madeleine Leach]], [[Koray Kavukcuoglu]], [[Thore Graepel]], [[Demis Hassabis]] ('''2016'''). ''[http://www.nature.com/nature/journal/v529/n7587/full/nature16961.html Mastering the game of Go with deep neural networks and tree search]''. [https://en.wikipedia.org/wiki/Nature_%28journal%29 Nature], Vol. 529
* [[David Silver]], [[Julian Schrittwieser]], [[Karen Simonyan]], [[Ioannis Antonoglou]], [[Shih-Chieh Huang|Aja Huang]], [[Arthur Guez]], [[Thomas Hubert]], [[Lucas Baker]], [[Matthew Lai]], [[Adrian Bolton]], [[Yutian Chen]], [[Timothy Lillicrap]], [[Fan Hui]], [[Laurent Sifre]], [[George van den Driessche]], [[Thore Graepel]], [[Demis Hassabis]] ('''2017'''). ''[https://www.nature.com/nature/journal/v550/n7676/full/nature24270.html Mastering the game of Go without human knowledge]''. [https://en.wikipedia.org/wiki/Nature_%28journal%29 Nature], Vol. 550 <ref>[https://deepmind.com/blog/alphago-zero-learning-scratch/ AlphaGo Zero: Learning from scratch] by [[Demis Hassabis]] and [[David Silver]], [[DeepMind]], October 18, 2017</ref>
* [[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]] ('''2017'''). ''Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm''. [https://arxiv.org/abs/1712.01815 arXiv:1712.01815] » [[AlphaZero]]
=External Links=
* [https://www.linkedin.com/in/ioannis-alexandros-antonoglou-45393253 Ioannis Alexandros Antonoglou | LinkedIn]
* [https://github.com/IoannisAntonoglou IoannisAntonoglou · GitHub]
=References=
<references />
'''[[People|Up one level]]'''
[[FILE:IoannisAntonoglou.jpg|border|right|thumb|link=https://www.linkedin.com/in/ioannis-alexandros-antonoglou-45393253| Ioannis Antonoglou <ref>[https://www.linkedin.com/in/ioannis-alexandros-antonoglou-45393253 Ioannis Alexandros Antonoglou | LinkedIn]</ref> ]]
'''Ioannis Alexandros Antonoglou''',<br/>
a Greek computer scientist and software engineer at [[Google]] [[DeepMind]], involved in the [[AlphaGo]] and [[AlphaZero]] projects. He holds an [https://en.wikipedia.org/wiki/Engineer's_degree#Greece engineer's degree] in [https://en.wikipedia.org/wiki/Electrical_engineering electrical] and [https://en.wikipedia.org/wiki/Computer_engineering computer engineering] from [https://en.wikipedia.org/wiki/Aristotle_University_of_Thessaloniki Aristotle University of Thessaloniki] in 2011, and an M.Sc. in [[Artificial Intelligence|artificial intelligence]] and [[Learning|machine learning]] from [[University of Edinburgh]] in 2012.
=Selected Publications=
<ref>[http://dblp.uni-trier.de/pers/hd/a/Antonoglou:Ioannis dblp: Ioannis Antonoglou]</ref>
==2013 ...==
* [[Volodymyr Mnih]], [[Koray Kavukcuoglu]], [[David Silver]], [[Alex Graves]], [[Ioannis Antonoglou]], [[Daan Wierstra]], [[Martin Riedmiller]] ('''2013'''). ''Playing Atari with Deep Reinforcement Learning''. [http://arxiv.org/abs/1312.5602 arXiv:1312.5602] <ref>[http://www.nervanasys.com/demystifying-deep-reinforcement-learning/ Demystifying Deep Reinforcement Learning] by [http://www.nervanasys.com/author/tambet/ Tambet Matiisen], [http://www.nervanasys.com/ Nervana], December 21, 2015</ref>
* [[Tom Schaul]], [[Ioannis Antonoglou]], [[David Silver]] ('''2014'''). ''Unit Tests for Stochastic Optimization''. [http://arxiv.org/abs/1312.6055v3 arXiv:1312.6055v3] <ref>[https://github.com/IoannisAntonoglou/optimBench GitHub - IoannisAntonoglou/optimBench: Benchmark testbed for assessing the performance of optimisation algorithms]</ref>
==2015 ...==
* [[Volodymyr Mnih]], [[Koray Kavukcuoglu]], [[David Silver]], [[Andrei A. Rusu]], [[Joel Veness]], [[Marc G. Bellemare]], [[Alex Graves]], [[Martin Riedmiller]], [[Andreas K. Fidjeland]], [[Georg Ostrovski]], [[Stig Petersen]], [[Charles Beattie]], [[Amir Sadik]], [[Ioannis Antonoglou]], [[Helen King]], [[Dharshan Kumaran]], [[Daan Wierstra]], [[Shane Legg]], [[Demis Hassabis]] ('''2015'''). ''[http://www.nature.com/nature/journal/v518/n7540/abs/nature14236.html Human-level control through deep reinforcement learning]''. [https://en.wikipedia.org/wiki/Nature_%28journal%29 Nature], Vol. 518
* [[David Silver]], [[Shih-Chieh Huang|Aja Huang]], [[Chris J. Maddison]], [[Arthur Guez]], [[Laurent Sifre]], [[George van den Driessche]], [[Julian Schrittwieser]], [[Ioannis Antonoglou]], [[Veda Panneershelvam]], [[Marc Lanctot]], [[Sander Dieleman]], [[Dominik Grewe]], [[John Nham]], [[Nal Kalchbrenner]], [[Ilya Sutskever]], [[Timothy Lillicrap]], [[Madeleine Leach]], [[Koray Kavukcuoglu]], [[Thore Graepel]], [[Demis Hassabis]] ('''2016'''). ''[http://www.nature.com/nature/journal/v529/n7587/full/nature16961.html Mastering the game of Go with deep neural networks and tree search]''. [https://en.wikipedia.org/wiki/Nature_%28journal%29 Nature], Vol. 529
* [[David Silver]], [[Julian Schrittwieser]], [[Karen Simonyan]], [[Ioannis Antonoglou]], [[Shih-Chieh Huang|Aja Huang]], [[Arthur Guez]], [[Thomas Hubert]], [[Lucas Baker]], [[Matthew Lai]], [[Adrian Bolton]], [[Yutian Chen]], [[Timothy Lillicrap]], [[Fan Hui]], [[Laurent Sifre]], [[George van den Driessche]], [[Thore Graepel]], [[Demis Hassabis]] ('''2017'''). ''[https://www.nature.com/nature/journal/v550/n7676/full/nature24270.html Mastering the game of Go without human knowledge]''. [https://en.wikipedia.org/wiki/Nature_%28journal%29 Nature], Vol. 550 <ref>[https://deepmind.com/blog/alphago-zero-learning-scratch/ AlphaGo Zero: Learning from scratch] by [[Demis Hassabis]] and [[David Silver]], [[DeepMind]], October 18, 2017</ref>
* [[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]] ('''2017'''). ''Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm''. [https://arxiv.org/abs/1712.01815 arXiv:1712.01815] » [[AlphaZero]]
=External Links=
* [https://www.linkedin.com/in/ioannis-alexandros-antonoglou-45393253 Ioannis Alexandros Antonoglou | LinkedIn]
* [https://github.com/IoannisAntonoglou IoannisAntonoglou · GitHub]
=References=
<references />
'''[[People|Up one level]]'''
