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- W3048375690 abstract "In this paper, we combine multiagent reinforcement learning (MARL) with grid-based Pareto local search for combinatorial multiobjective optimization problems (CMOPs). In the multiagent system, each agent (grid) maintains at most one solution after the MARL-guided selection for local search. MARL adaptively adjusts the selection strategy for conducting better collaborative Pareto local search. In the experimental studies, the MARL-guided grid Pareto local search (MARL-GPLS) is compared with the Pareto local search (PLS), two decomposition-based multiobjective local search approaches, a grid-based approach ((epsilon )-MOEA), and one state-of-the-art hybrid approach on benchmark CMOPs. The results show that the MARL-GPLS outperforms the other six algorithms on most instances." @default.
- W3048375690 created "2020-08-18" @default.
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- W3048375690 date "2020-01-01" @default.
- W3048375690 modified "2023-09-27" @default.
- W3048375690 title "Multiagent Reinforcement Learning for Combinatorial Optimization" @default.
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- W3048375690 doi "https://doi.org/10.1007/978-981-15-7670-6_3" @default.
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