Using Reinforcement Learning to Minimize the Probability of Delay Occurrence in Transportation.
Zhiguang CaoHongliang GuoWen SongKaizhou GaoZhenghua ChenLe ZhangXuexi ZhangPublished in: IEEE Trans. Veh. Technol. (2020)
Keyphrases
- reinforcement learning
- occurrence probability
- probability distribution
- loss probability
- function approximation
- markov decision processes
- dynamic programming
- machine learning
- state space
- queue size
- learning algorithm
- model free
- optimal policy
- occurrence frequency
- conditional probabilities
- learning process
- failure rate
- neural network
- transportation systems
- autonomous learning
- critical path
- transportation problem
- data sets
- shortest path
- multi agent