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Hyperparameter Optimization for Multi-Objective Reinforcement Learning

Published in Repository for Publications and Research Data (ETH Zurich) • Oct 25, 2023
NobleIDNI0P52W98R06S07
Authors:
Florian Felten
,
Daniel Gareev
,
El-Ghazali Talbi

Abstract

Reinforcement learning (RL) has emerged as a powerful approach for tackling complex problems. The recent introduction of multi-objective reinforcement learning (MORL) has further expanded the scope of RL by enabling agents to make trade-offs among multiple objectives. This advancement not only has b...

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