Prediction-guided multi-objective reinforcement learning with corner solution search

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Oladayo S. Ajani, Ivan Fenyom, Daison Darlan, Rammohan Mallipeddi

Published: 2025, Last Modified: 28 Sept 2025Comput. Electr. Eng. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A prediction-Guided multi-Objective RL with Corner solution search is proposed.•Corner solution search is enabled through a systematic budget allocation in the warm up stage.•The proposed framework is applied in optimal policy search on five RL locomotion tasks.