Utility-Based Reinforcement Learning: Unifying Single-objective and Multi-objective Reinforcement Learning

Peter Vamplew 0001, Cameron Foale, Conor F. Hayes, Patrick Mannion, Enda Howley, Richard Dazeley, Scott Johnson, Johan Källström, Gabriel de Oliveira Ramos, Roxana Radulescu, Willem Röpke, Diederik M. Roijers. Utility-Based Reinforcement Learning: Unifying Single-objective and Multi-objective Reinforcement Learning. In Mehdi Dastani, Jaime Simão Sichman, Natasha Alechina, Virginia Dignum, editors, Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2024, Auckland, New Zealand, May 6-10, 2024. pages 2717-2721, ACM, 2024. [doi]

Abstract

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