Collaborative Deep Reinforcement Learning for Solving Multi-Objective Vehicle Routing Problems.
Yaoxin WuMingfeng FanZhiguang CaoRuobin GaoYaqing HouGuillaume SartorettiPublished in: AAMAS (2024)
Keyphrases
- multi objective
- vehicle routing problem
- reinforcement learning
- vehicle routing problem with time windows
- particle swarm optimization
- combinatorial optimization
- multi objective optimization
- evolutionary algorithm
- optimization algorithm
- test instances
- metaheuristic
- objective function
- traveling salesman problem
- benchmark instances
- markov decision processes
- genetic algorithm
- routing problem
- multi depot
- multiple objectives
- tabu search
- benchmark problems
- guided local search
- multiobjective optimization
- variable neighborhood search
- waste collection
- state space
- genetic programming
- scheduling problem
- memetic algorithm
- search space
- np hard