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cs.LG2024
Multi-Agent Environments for Vehicle Routing Problems
Ricardo Gama, Ricardo Cunha, Daniel Fuertes +2
Research on Reinforcement Learning (RL) approaches for discrete optimization problems has increased considerably, extending RL to areas classically dominated by Operations Research…
cs.LG2020
A Reinforcement Learning Approach to the Orienteering Problem with Time Windows
Ricardo Gama, Hugo L. Fernandes
The Orienteering Problem with Time Windows (OPTW) is a combinatorial optimization problem where the goal is to maximize the total score collected from different visited locations.…