Shimon Whiteson
Shimon Whiteson
Department of Computer Science,
Robert Hooke Building,
Room
203,
Parks Road, Oxford OX1 3QD
United Kingdom
Interests
For more information, visit the Whiteson Research Lab.
Selected Publications
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TACO: Learning Task Decomposition via Temporal Alignment for Control
Kyriacos Shiarlis‚ Markus Wulfmeier‚ Sasha Salter‚ Shimon Whiteson and Ingmar Posner
In ICML 2018: Proceedings of the Thirty−Fifth International Conference on Machine Learning. July, 2018.
Details about TACO: Learning Task Decomposition via Temporal Alignment for Control | BibTeX data for TACO: Learning Task Decomposition via Temporal Alignment for Control | Download (pdf) of TACO: Learning Task Decomposition via Temporal Alignment for Control
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QMIX: Monotonic Value Function Factorisation for Deep Multi−Agent Reinforcement Learning
Tabish Rashid‚ Mikayel Samvelyan‚ Christian Schroeder de Witt‚ Gregory Farquhar‚ Jakob Foerster and Shimon Whiteson
In ICML 2018: Proceedings of the Thirty−Fifth International Conference on Machine Learning. July, 2018.
Details about QMIX: Monotonic Value Function Factorisation for Deep Multi−Agent Reinforcement Learning | BibTeX data for QMIX: Monotonic Value Function Factorisation for Deep Multi−Agent Reinforcement Learning | Download (pdf) of QMIX: Monotonic Value Function Factorisation for Deep Multi−Agent Reinforcement Learning
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Deep Variational Reinforcement Learning for POMDPs
Maximillian Igl‚ Luisa Zintgraf‚ Tuan Anh Le‚ Frank Wood and Shimon Whiteson
In ICML 2018: Proceedings of the Thirty−Fifth International Conference on Machine Learning. July, 2018.
Details about Deep Variational Reinforcement Learning for POMDPs | BibTeX data for Deep Variational Reinforcement Learning for POMDPs | Download (pdf) of Deep Variational Reinforcement Learning for POMDPs