Sample-Efficient Multi-Objective Learning via Generalized Policy Improvement Prioritization

Research output: Contribution to journal › Conference paper

Original language	English
Number of pages	10
Journal	The 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023)
Publication status	Accepted/In press - 2023

Keywords

Towards Sample-Efficient Multi-Objective Reinforcement Learning
Nunes Alegre, L., 2023, (Accepted/In press) In: The 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023). 3 p.
Research output: Contribution to journal › Conference paper

Open Access
File
MO-Gym: A Library of Multi-Objective Reinforcement Learning Environments
Nunes Alegre, L., Felten, F., Talbi, E-G., Danoy, G., Nowé, A., Bazzan, A. & C. da Silva, B., 2022, Proceedings of the 34th Benelux Conference on Artificial Intelligence BNAIC/Benelearn 2022.
Research output: Chapter in Book/Report/Conference proceeding › Conference paper

Open Access

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title = "Sample-Efficient Multi-Objective Learning via Generalized Policy Improvement Prioritization",

keywords = "Multi-objective, Model-based RL",

author = "{Nunes Alegre}, Lucas and Ana Bazzan and Roijers, {Diederik M.} and Ann Nowe and {C. da Silva}, Bruno",

year = "2023",

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journal = "The 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023)",

publisher = "International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS)",

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AU - Nunes Alegre, Lucas

AU - Bazzan, Ana

AU - Roijers, Diederik M.

AU - Nowe, Ann

AU - C. da Silva, Bruno

PY - 2023

Y1 - 2023

KW - Multi-objective

KW - Model-based RL

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JO - The 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023)

JF - The 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023)

ER -