Matthew T. Jackson

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Shimon WhitesonProfessor of Computer Science, University of Oxford / Senior Staff Research Scientist, WaymoVerified email at cs.ox.ac.uk
Risto VuorioUniversity of OxfordVerified email at cs.ox.ac.uk
Jacob BeckUniversity of OxfordVerified email at alumni.brown.edu
Jakob FoersterAssociate Professor, University of OxfordVerified email at eng.ox.ac.uk
Chris LuUniversity of OxfordVerified email at exeter.ox.ac.uk
Minqi JiangResearch Scientist at Google DeepMindVerified email at ucl.ac.uk
Jack Parker-HolderGoogle DeepMind, UCLVerified email at google.com
Gregory FarquharDeepMindVerified email at google.com
Michael MatthewsUniversity of OxfordVerified email at eng.ox.ac.uk
Benjamin EllisUniversity of OxfordVerified email at robots.ox.ac.uk
Robert Tjarko LangeSakana AI, TU BerlinVerified email at tu-berlin.de
Louis KirschThe Swiss AI Lab IDSIAVerified email at idsia.ch
Shreshth MalikUniversity of OxfordVerified email at robots.ox.ac.uk
Michael BeukmanPhD Student, University of OxfordVerified email at eng.ox.ac.uk
Mikayel SamvelyanMeta AI & UCLVerified email at meta.com
Zheng Xiong (熊铮)University of OxfordVerified email at eng.ox.ac.uk
Cong LuUniversity of British ColumbiaVerified email at cs.ubc.ca
Jianfeng GaoMicrosoft Research, RedmondVerified email at microsoft.com
Dingmin WangUniversity of OxfordVerified email at cs.ox.ac.uk
Qiuyuan HuangMicrosoft Research, RedmondVerified email at microsoft.com

Matthew T. Jackson

University of Oxford

Verified email at robots.ox.ac.uk - Homepage

Reinforcement Learning Meta-Learning Open-Endedness


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Hypernetworks in Meta-Reinforcement Learning J Beck, MT Jackson, R Vuorio, S Whiteson 6th Annual Conference on Robot Learning, 2022	21	2022
Discovering General Reinforcement Learning Algorithms with Adversarial Environment Design MT Jackson, M Jiang, J Parker-Holder, R Vuorio, C Lu, G Farquhar, ... 37th Conference on Neural Information Processing Systems, 2023	4	2023
Discovering Temporally-Aware Reinforcement Learning Algorithms MT Jackson, C Lu, L Kirsch, RT Lange, S Whiteson, JN Foerster 12th International Conference on Learning Representations, 2024	1	2024
Retrieve What You Need: A Mutual Learning Framework for Open-domain Question Answering D Wang, Q Huang, M Jackson, J Gao Transactions of the Association for Computational Linguistics 12, 247-263, 2024		2024
Policy-Guided Diffusion MT Jackson, MT Matthews, C Lu, B Ellis, S Whiteson, J Foerster arXiv preprint arXiv:2404.06356, 2024		2024
SplAgger: Split Aggregation for Meta-Reinforcement Learning J Beck, M Jackson, R Vuorio, Z Xiong, S Whiteson arXiv preprint arXiv:2403.03020, 2024		2024
Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning M Matthews, M Beukman, B Ellis, M Samvelyan, M Jackson, S Coward, ... arXiv preprint arXiv:2402.16801, 2024		2024
Multi-Modal Fusion by Meta-Initialization MT Jackson, SA Malik, MT Matthews, Y Mohamed-Ahmed arXiv preprint arXiv:2210.04843, 2022		2022
Hypernetworks in Meta-Reinforcement Learning Supplementary Materials J Beck, M Jackson, R Vuorio, S Whiteson

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