Abstract: Current constrained reinforcement learning (RL) methods guarantee constraint satisfaction only in expectation, which is inadequate for safety-critical decision problems. Since a constraint ...
This repository provides a solution to the standard Capacitated Vehicle Routing Problem with Time Windows (CVRPTW). In a CVRPTW, we aim to optimize the routes of a fleet of vehicles serving customers ...
Abstract: To solve large-scale and hard constraint satisfaction problems (CSPs), ant colony optimization (ACO) has been studied as one of the metaheuristics. Lévy ACO, which incorporates Lévy Flight ...
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