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    Generalization in Deep RL for TSP Problems via Equivariance and Local Search

    Deep reinforcement learning (RL) has proved to be a competitive heuristic for solving small-sized instances of traveling salesman problems (TSP), but its performance on larger-sized instances is insufficient. ...

    Wenbin Ouyang, Yisen Wang, Paul Weng, Shaochen Han in SN Computer Science (2024)