Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing.
Arthur DelarueRoss AndersonChristian TjandraatmadjaPublished in: NeurIPS (2020)
Keyphrases
- vehicle routing
- reinforcement learning
- action selection
- perceptual aliasing
- travel time
- column generation
- logistics distribution
- vehicle routing problem
- action space
- partially observable
- inventory management
- routing problem
- function approximation
- state space
- vehicle routing problems with time windows
- vehicle routing and scheduling
- reward function
- learning agent
- optimal policy
- dynamic programming
- lower bound
- learning algorithm
- network traffic
- cellular automata
- metaheuristic
- three dimensional