Solving the train dispatching problem via deep reinforcement learning.
Valerio AgasucciGiorgio GraniLeonardo LamorgesePublished in: J. Rail Transp. Plan. Manag. (2023)
Keyphrases
- reinforcement learning
- scheduling problem
- function approximation
- evolutionary algorithm
- state space
- model free
- transfer learning
- solve complex tasks
- markov decision problems
- reinforcement learning algorithms
- action selection
- optimal control
- manufacturing systems
- combinatorial optimization
- database
- supervised learning
- multi agent
- neural network
- real time