基本信息
浏览量:60
职业迁徙
个人简介
I am a 3rd-year PhD student conducting fundamental algorithmic research in artificial intelligence (AI), machine learning, computer vision and autonomous control (particularly, UAV control). My supervision is jointly between Prof. Philip Torr ( Torr Vision Group) and Prof. Shimon Whiteson (WhiRL). In this capacity, I am funded by Free The Drones (Innovationsfonden Denmark) and Microsoft UK.
On the algorithmic side, I am working on deep multi-agent reinforcement learning and autonomous control. In particular, I am interested in central learning with decentralized execution, multi-agent exploration and large-scale inter-agent coordination and interaction. Recent publications in this space include QMIX and MACKRL. Benchmarks I am particularly interested in include StarCraftI/II ™ , large-scale kinematic models and sensor networks.
On the algorithmic side, I am working on deep multi-agent reinforcement learning and autonomous control. In particular, I am interested in central learning with decentralized execution, multi-agent exploration and large-scale inter-agent coordination and interaction. Recent publications in this space include QMIX and MACKRL. Benchmarks I am particularly interested in include StarCraftI/II ™ , large-scale kinematic models and sensor networks.
研究兴趣
论文共 45 篇作者统计合作学者相似作者
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Andis Draguns, Andrew Gritsevskiy, Sumeet Ramesh Motwani,Charlie Rogers-Smith,Jeffrey Ladish,Christian Schroeder de Witt
CoRR (2024)
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Francisco Eiras,Aleksandar Petrov,Bertie Vidgen,Christian Schroeder,Fabio Pizzati,Katherine Elkins, Supratik Mukhopadhyay,Adel Bibi,Botos Csaba, Fabro Steibel,Fazl Barez,Genevieve Smith,Gianluca Guadagni,Jon Chun, Jordi Cabot,Joseph Marvin Imperial, Juan Arturo Nolazco Flores, Lori Landay,Matthew T Jackson,Paul Röttger,Phil Torr,Trevor Darrell, Yong Suk Lee,Jakob Foerster
ICML 2024 (2024)
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CoRR (2024)
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Tim Franzmeyer, Stephen Marcus McAleer,Joao F. Henriques,Jakob Nicolaus Foerster, Philip Torr,Adel Bibi,Christian Schroeder de Witt
ICLR 2024 (2024)
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Sumeet Ramesh Motwani, Mikhail Baranchuk,Martin Strohmeier,Vijay Bolina,Philip H. S. Torr,Lewis Hammond,Christian Schroeder de Witt
CoRR (2024)
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Alexander Rutherford,Benjamin Ellis,Matteo Gallici,Jonathan Cook,Andrei Lupu, Gardar Ingvarsson,Timon Willi,Akbir Khan,Christian Schroeder de Witt,Alexandra Souly,Saptarashmi Bandyopadhyay,Mikayel Samvelyan,Minqi Jiang,Robert Tjarko Lange,Shimon Whiteson,Bruno Lacerda,Nick Hawes,Tim Rocktaschel,Chris Lu,Jakob Nicolaus Foerster
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作者统计
#Papers: 47
#Citation: 2847
H-Index: 10
G-Index: 47
Sociability: 5
Diversity: 0
Activity: 1
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