Robuta

https://openreview.net/forum?id=wuMfyxNKJi&referrer=%5Bthe%20profile%20of%20Zhiguang%20Cao%5D(%2Fprofile%3Fid%3D~Zhiguang_Cao1) Deep Reinforcement Learning for Solving Vehicle Routing Problems With Backhauls | OpenReview The vehicle routing problem with backhauls (VRPBs) is a challenging problem commonly studied in computer science and operations research. Featured by linehaul... deep reinforcement learningvehicle routing problemssolving https://www.sintef.no/en/publications/publication/0198cc7c689c-c742fa8c-79c2-4e08-bfd9-783d375fded6/ Heuristic Strategies for Solving Large-Scale Vehicle Routing Problems - SINTEF vehicle routing problemslarge scaleheuristicstrategiessolving https://openreview.net/forum?id=bCmEP1Ltwq Neural Deconstruction Search for Vehicle Routing Problems | OpenReview Autoregressive construction approaches generate solutions to vehicle routing problems in a step-by-step fashion, leading to high-quality solutions that are... vehicle routing problemssearch forneuraldeconstructionopenreview https://deepai.org/publication/learning-to-solve-vehicle-routing-problems-a-survey Learning to Solve Vehicle Routing Problems: A Survey | DeepAI May 5, 2022 - 05/05/22 - This paper provides a systematic overview of machine learning methods applied to solve NP-hard Vehicle Routing Problems (VRPs). Re... vehicle routing problemsa surveylearningsolvedeepai https://openreview.net/forum?id=05qsEX7vT2&referrer=%5Bthe%20profile%20of%20Federico%20Berto%5D(%2Fprofile%3Fid%3D~Federico_Berto1) CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems | OpenReview The profiled vehicle routing problem (PVRP) is a generalization of the heterogeneous capacitated vehicle routing problem (HCVRP) in which the objective is to... vehicle routing problemscampcollaborativeattentionmodel https://openreview.net/forum?id=Ktx95ZuRjP&referrer=%5Bthe%20profile%20of%20Jieyi%20Bi%5D(%2Fprofile%3Fid%3D~Jieyi_Bi1) Learning to Handle Complex Constraints for Vehicle Routing Problems | OpenReview Vehicle Routing Problems (VRPs) can model many real-world scenarios and often involve complex constraints. While recent neural methods excel in constructing... vehicle routing problemslearninghandlecomplexconstraints https://openreview.net/forum?id=TbTJJNjumY Boosting Neural Combinatorial Optimization for Large-Scale Vehicle Routing Problems | OpenReview Neural Combinatorial Optimization (NCO) methods have exhibited promising performance in solving Vehicle Routing Problems (VRPs). However, most NCO methods rely... vehicle routing problemscombinatorial optimizationlarge scaleboostingneural https://openreview.net/forum?id=PNiR7niK8O&referrer=%5Bthe%20profile%20of%20Zhiguang%20Cao%5D(%2Fprofile%3Fid%3D~Zhiguang_Cao1) Adversarial Generative Flow Network for Solving Vehicle Routing Problems | OpenReview Recent research into solving vehicle routing problems (VRPs) has gained significant traction, particularly through the application of deep (reinforcement)... vehicle routing problemsflow networkadversarialgenerativesolving