Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing.
Arthur DelarueRoss AndersonChristian TjandraatmadjaPublished in: CoRR (2020)
Keyphrases
- vehicle routing
- reinforcement learning
- perceptual aliasing
- action selection
- travel time
- partially observable
- vehicle routing problem
- column generation
- action space
- logistics distribution
- inventory management
- routing problem
- state space
- markov decision processes
- learning agent
- function approximation
- vehicle routing and scheduling
- vehicle routing problems with time windows
- reward function
- optimal policy
- learning algorithm
- neural network
- search algorithm