Ioannis Alexandros Antonoglou, a Greek computer scientist and software engineer at Google DeepMind, involved in the AlphaGo and AlphaZero projects. He holds an engineer's degree in electrical and computer engineering from Aristotle University of Thessaloniki in 2011, and an M.Sc. in artificial intelligence and machine learning from University of Edinburgh in 2012.
Ioannis Antonoglou [1]

Selected Publications

• Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, Martin Riedmiller (2013). Playing Atari with Deep Reinforcement Learning. arXiv:1312.5602 ^[3]
• Tom Schaul, Ioannis Antonoglou, David Silver (2014). Unit Tests for Stochastic Optimization. arXiv:1312.6055v3 ^[4]
• Tom Schaul, John Quan, Ioannis Antonoglou, David Silver (2015). Prioritized Experience Replay. arXiv:1511.05952
• 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). Human-level control through deep reinforcement learning. Nature, Vol. 518
• David Silver, 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). Mastering the game of Go with deep neural networks and tree search. Nature, Vol. 529
• David Silver, Julian Schrittwieser, Karen Simonyan, Ioannis Antonoglou, 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). Mastering the game of Go without human knowledge. Nature, Vol. 550 ^[5]
• 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. arXiv:1712.01815 » AlphaZero

External Links

• Ioannis Alexandros Antonoglou | LinkedIn
• IoannisAntonoglou · GitHub

References

1. ^ Ioannis Alexandros Antonoglou | LinkedIn
2. ^ dblp: Ioannis Antonoglou
3. ^ Demystifying Deep Reinforcement Learning by Tambet Matiisen, Nervana, December 21, 2015
4. ^ GitHub - IoannisAntonoglou/optimBench: Benchmark testbed for assessing the performance of optimisation algorithms
5. ^ AlphaGo Zero: Learning from scratch by Demis Hassabis and David Silver, DeepMind, October 18, 2017

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