Solving the vehicle routing problem with deep reinforcement learning.
Simone FoaCorrado CoppolaGiorgio GraniLaura PalagiPublished in: CoRR (2022)
Keyphrases
- vehicle routing problem
- reinforcement learning
- combinatorial optimization
- metaheuristic
- tabu search
- routing problem
- vehicle routing problem with simultaneous
- vehicle routing
- vehicle routing problem with time windows
- traveling salesman problem
- memetic algorithm
- test instances
- travel time
- hybrid metaheuristic
- benchmark problems
- benchmark instances
- pick up and delivery
- iterated local search
- multi depot
- np hard
- optimization problems
- simulated annealing
- learning algorithm
- state space
- neural network
- knapsack problem
- search strategies
- branch and bound
- special case
- logistics distribution