Towards Smart Transportation System: A Case Study on the Rebalancing Problem of Bike Sharing System Based on Reinforcement Learning.
Guofu LiNing CaoPengjia ZhuYanwu ZhangYingying ZhangLei LiQingyuan LiYu ZhangPublished in: J. Organ. End User Comput. (2021)
Keyphrases
- reinforcement learning
- function approximation
- search tree
- information sharing
- learning algorithm
- test bed
- knowledge sharing
- state space
- markov decision processes
- optimal policy
- multi agent
- decision making
- learning problems
- transportation systems
- binary search trees
- multi agent reinforcement learning
- supervised learning
- intelligent transportation systems
- share information
- robot control
- reinforcement learning algorithms
- temporal difference
- model free
- data sharing
- genetic algorithm
- case study