A practical guide to multi-objective reinforcement learning and planning
Hayes, Conor F., Rădulescu, Roxana, Bargiacchi, Eugenio, Källström, Johan, Macfarlane, Matthew, Reymond, Mathieu, Verstraeten, Timothy, Zintgraf, Luisa M., Dazeley, Richard, Heintz, Fredrik, Howley, Enda, Irissappane, Athirai A., Mannion, Patrick, Nowé, Ann, Ramos, Gabriel, Restelli, Marcello, Vamplew, Peter, Roijers, Diederik M.
Published in Autonomous agents and multi-agent systems (01.04.2022)
Published in Autonomous agents and multi-agent systems (01.04.2022)
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Journal Article
Interactive Multi-objective Reinforcement Learning in Multi-armed Bandits with Gaussian Process Utility Models
Roijers, Diederik M., Zintgraf, Luisa M., Libin, Pieter, Reymond, Mathieu, Bargiacchi, Eugenio, Nowé, Ann
Published in Machine Learning and Knowledge Discovery in Databases (2021)
Published in Machine Learning and Knowledge Discovery in Databases (2021)
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Book Chapter
Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients
Alizadeh, Milad, Tailor, Shyam A, Zintgraf, Luisa M, van Amersfoort, Joost, Farquhar, Sebastian, Lane, Nicholas Donald, Gal, Yarin
Year of Publication 16.02.2022
Year of Publication 16.02.2022
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Journal Article
Fast Context Adaptation via Meta-Learning
Zintgraf, Luisa M, Shiarlis, Kyriacos, Kurin, Vitaly, Hofmann, Katja, Whiteson, Shimon
Year of Publication 08.10.2018
Year of Publication 08.10.2018
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Journal Article
A Practical Guide to Multi-Objective Reinforcement Learning and Planning
Hayes, Conor F, Rădulescu, Roxana, Bargiacchi, Eugenio, Källström, Johan, Macfarlane, Matthew, Reymond, Mathieu, Verstraeten, Timothy, Zintgraf, Luisa M, Dazeley, Richard, Heintz, Fredrik, Howley, Enda, Irissappane, Athirai A, Mannion, Patrick, Nowé, Ann, Ramos, Gabriel, Restelli, Marcello, Vamplew, Peter, Roijers, Diederik M
Published in arXiv.org (17.03.2021)
Published in arXiv.org (17.03.2021)
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Paper
Journal Article
Ordered Preference Elicitation Strategies for Supporting Multi-Objective Decision Making
Zintgraf, Luisa M, Roijers, Diederik M, Linders, Sjoerd, Jonker, Catholijn M, Nowé, Ann
Year of Publication 21.02.2018
Year of Publication 21.02.2018
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Journal Article
Fast Context Adaptation via Meta-Learning
Zintgraf, Luisa M, Shiarlis, Kyriacos, Kurin, Vitaly, Hofmann, Katja, Whiteson, Shimon
Published in arXiv.org (10.06.2019)
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Published in arXiv.org (10.06.2019)
Paper