Goal Misgeneralization in Deep Reinforcement Learning

Lauro Langosco di Langosco, Jack Koch, Lee D. Sharkey, Jacob Pfau, David Krueger. Goal Misgeneralization in Deep Reinforcement Learning. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 12004-12019, PMLR, 2022. [doi]

Authors

Lauro Langosco di Langosco

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Jack Koch

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Lee D. Sharkey

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Jacob Pfau

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David Krueger

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