Deep Reinforcement Learning-Based Charging Pricing for Autonomous Mobility-on-Demand System.
Ying LuYanchang LiangZhaohao DingQiuwei WuTao DingWei-Jen LeePublished in: IEEE Trans. Smart Grid (2022)
Keyphrases
- reinforcement learning
- autonomous learning
- function approximation
- learning capabilities
- autonomous mental development
- electric vehicles
- cloud computing
- mobile agents
- optimal policy
- autonomous systems
- state space
- mobility patterns
- robotic control
- multi agent
- distributional assumptions
- function approximators
- reinforcement learning algorithms
- model free
- robotic systems
- learning algorithm
- autonomous vehicles
- action space
- machine learning
- temporal difference
- pricing model
- human mobility
- transfer learning
- dynamic programming
- optimal pricing
- cooperative
- profit maximization