Kevin Tierney -- Search Heuristics for Solving Routing Problems with Deep Reinforcement Learning
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- เผยแพร่เมื่อ 23 ส.ค. 2024
- Kevin Tierney presents "Search Heuristics for Solving Routing Problems with Deep Reinforcement Learning" at the DIMACS Workshop on Computational Approaches to Vehicle Routing with a Tribute to David S. Johnson held at Rutgers University on May 22, 2023 - May 24, 2023.
The DIMACS Workshop on Computational Approaches to Vehicle Routing with a Tribute to David S. Johnson emphasized methods and algorithms for solving vehicle routing problems (VRPs) that perform well computationally and/or have high potential for doing so. It built on three recent computational competitions in vehicle routing: 1) the DIMACS Implementation Challenge, 2) the EURO Meets NeurIPS competition, and 3) the Amazon Last Mile Challenge. Presenters included members of teams that competed in those events, as well as leaders from the broader research community who specialize in computational methods for vehicle routing.