Matthew E. Taylor

基本信息

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职业迁徙

个人简介

His current fundamental research interests are in reinforcement learning, human-in-the-loop AI, multi-agent systems, and robotics. His applied research interests revolve around moving cutting edge machine learning and AI out of academic labs and into companies who can immediately benefit from such techniques.

研究兴趣

论文共 316 篇作者统计合作学者相似作者

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Do As You Teach: A Multi-Teacher Approach to Self-Play in Deep Reinforcement Learning

Chaitanya Kharyal,Sai Krishna Gottipati,Tanmay Kumar Sinha,Fatemeh Abdollahi,Srijita Das,Matthew E. Taylor

Neural Computing and Applications（2025）

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Leveraging Sub-Optimal Data for Human-in-the-Loop Reinforcement Learning

Calarina Muslimani,Matthew E Taylor

ICLR 2025（2025）

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Proceedings of 1st Workshop on Advancing Artificial Intelligence Through Theory of Mind

Mouad Abrini,Omri Abend, Dina Acklin,Henny Admoni, Gregor Aichinger, Nitay Alon,Zahra Ashktorab, Ashish Atreja, Moises Auron, Alexander Aufreiter, Raghav Awasthi, Soumya Banerjee, Joe M. Barnby, Rhea Basappa, Severin Bergsmann, Djallel Bouneffouf, Patrick Callaghan,Marc Cavazza,Thierry Chaminade,Sonia Chernova, Mohamed Chetouan, Moumita Choudhury,Axel Cleeremans, Jacek B. Cywinski,Fabio Cuzzolin, Hokin Deng, N'yoma Diamond, Camilla Di Pasquasio, Guillaume Dumas, Max van Duijn, Mahapatra Dwarikanath, Qingying Gao, Ashok Goel, Rebecca Goldstein,Matthew Gombolay, Gabriel Enrique Gonzalez,Amar Halilovic, Tobias Halmdienst, Mahimul Islam,Julian Jara-Ettinger, Natalie Kastel, Renana Keydar, Ashish K. Khanna, Mahdi Khoramshahi, JiHyun Kim, MiHyeon Kim, YoungBin Kim,Senka Krivic, Nikita Krasnytskyi, Arun Kumar, JuneHyoung Kwon, Eunju Lee, Shane Lee, Peter R. Lewis, Xue Li, Yijiang Li, Michal Lewandowski, Nathan Lloyd, Matthew B. Luebbers, Dezhi Luo, Haiyun Lyu, Dwarikanath Mahapatra, Kamal Maheshwari, Mallika Mainali,Piyush Mathur, Patrick Mederitsch,Shuwa Miura, Manuel Preston de Miranda,Reuth Mirsky, Shreya Mishra, Nina Moorman, Katelyn Morrison, John Muchovej, Bernhard Nessler, Felix Nessler, Hieu Minh Jord Nguyen, Abby Ortego, Francis A. Papay, Antoine Pasquali, Hamed Rahimi, Charumathi Raghu,Amanda Royka, Stefan Sarkadi, Jaelle Scheuerman, Simon Schmid,Paul Schrater, Anik Sen, Zahra Sheikhbahaee, Ke Shi,Reid Simmons, Nishant Singh, Mason O. Smith, Ramira van der Meulen, Anthia Solaki, Haoran Sun, Viktor Szolga,Matthew E. Taylor, Travis Taylor,Sanne Van Waveren, Juan David Vargas,Rineke Verbrugge, Eitan Wagner,Justin D. Weisz,Ximing Wen, William Yeoh, Wenlong Zhang,Michelle Zhao,Shlomo Zilberstein

arxiv（2025）

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The Evolving Landscape of LLM- and VLM-Integrated Reinforcement Learning