基本信息
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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 40 篇作者统计合作学者相似作者
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arxiv(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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CoRR (2023)
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Tim Franzmeyer, Stephen Marcus McAleer,Joao F. Henriques,Philip Torr,Jakob Nicolaus Foerster,Adel Bibi,Christian Schroeder de Witt
ICLR 2023 (2023)
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Alexander Rutherford,Benjamin Ellis, Matteo Gallici,Jonathan Cook,Andrei Lupu, Garðar Ingvarsson,Timon Willi,Akbir Khan,Christian Schröder de Witt, Alexandra Souly,Saptarashmi Bandyopadhyay,Mikayel Samvelyan,
CoRR (2023)
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INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 162 (2022)
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