IEEE transactions on neural networks and learning systems
Generalizable Offline Multiobjective Reinforcement Learning via Preference-Conditioned Diffuser.
Yuchen Xiao, Lei Yuan, Lihe Li, Ziqian Zhang, Yichen Li, Yang Yu
Published: 202510.1109/TNNLS.2025.3591838
Abstract
Multiobjective reinforcement learning (MORL) addresses sequential decision-making problems with multiple objectives by learning policies optimized for diverse pReferences. While traditional methods necessitate costly online interaction with the envir…
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