Shimon Whiteson is affiliated with the University of Oxford in the United Kingdom and has contributed extensively to the field of computer science, with a primary focus on artificial intelligence and reinforcement learning. Their research encompasses a wide range of topics, including reinforcement learning in robotics, adversarial robustness in machine learning, autonomous vehicle technology and safety, advanced bandit algorithms research, model reduction and neural networks, data stream mining techniques, and machine learning and data classification.
The scientist's publication record includes numerous papers primarily published on the arXiv platform managed by Cornell University. Among the recent papers are:
Shimon Whiteson frequently collaborates with a set of co-authors who have contributed to multiple publications, which include Jakob Foerster, Maximilian Igl, Anuj Mahajan, Risto Vuorio, and Shangtong Zhang. Their combined work has focused largely on advancing multi-agent reinforcement learning methods and their applications.
Frequent publication venues for this scientist reflect a concentration in open-access and specialized conferences, including:
Their research spans core subfields of computer science such as artificial intelligence, automotive engineering, computational theory and mathematics, management science and operations research, and cognitive neuroscience. The work of Shimon Whiteson contributes to understanding and developing computational techniques applicable to real-world problems involving autonomous systems, robotics, and robust machine learning frameworks.
Jakob Foerster;Gregory Farquhar;Triantafyllos Afouras;Nantas Nardelli
Jakob N. Foerster;Yannis M. Assael;Nando de Freitas;Shimon Whiteson
Jakob Foerster;Ioannis Alexandros Assael;Nando de Freitas;Shimon Whiteson
Jakob N. Foerster;Gregory Farquhar;Triantafyllos Afouras;Nantas Nardelli
Diederik M. Roijers;Peter Vamplew;Shimon Whiteson;Richard Dazeley
Tabish Rashid;Mikayel Samvelyan;Christian Schroeder;Gregory Farquhar
Jakob Foerster;Nantas Nardelli;Gregory Farquhar;Triantafyllos Afouras
Tabish Rashid;Mikayel Samvelyan;Christian Schroeder de Witt;Gregory Farquhar
Tabish Rashid;Mikayel Samvelyan;Christian Schröder de Witt;Gregory Farquhar
Shimon Whiteson;Peter Stone
Jakob Foerster;Richard Y. Chen;Maruan Al-Shedivat;Shimon Whiteson
Lior Kuyer;Shimon Whiteson;Bram Bakker;Nikos Vlassis
Yannis M. Assael;Brendan Shillingford;Shimon Whiteson;Nando de Freitas
Harm van Seijen;Hado van Hasselt;Shimon Whiteson;Marco Wiering
Luisa Zintgraf;Kyriacos Shiarli;Vitaly Kurin;Katja Hofmann
Mikayel Samvelyan;Tabish Rashid;Christian Schroeder de Witt;Gregory Farquhar
Jelena Luketina;Nantas Nardelli;Nantas Nardelli;Gregory Farquhar;Gregory Farquhar;Jakob N. Foerster
Christian Schroeder de Witt;Tarun Gupta;Denys Makoviichuk;Viktor Makoviychuk
Maximilian Igl;Luisa M. Zintgraf;Tuan Anh Le;Frank Wood
Yannis M. Assael;Brendan Shillingford;Shimon Whiteson;Nando de Freitas
Luisa Zintgraf;Kyriacos Shiarlis;Maximilian Igl;Sebastian Schulze
Anuj Mahajan;Tabish Rashid;Mikayel Samvelyan;Shimon Whiteson
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French Institute for Research in Computer Science and Automation - INRIA
Publications: 16
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