Perimeter Control Using Deep Reinforcement Learning: A Model-Free Approach Towards Homogeneous Flow Rate Optimization.
Xiaocan LiRay Coden MercuriusAyal TaitlerXiaoyu WangMohammad NoaeenScott SannerBaher AbdulhaiPublished in: ITSC (2023)
Keyphrases
- model free
- reinforcement learning
- impedance control
- reinforcement learning algorithms
- function approximation
- flow rate
- temporal difference
- optimal control
- policy iteration
- control system
- input parameters
- policy evaluation
- learning problems
- control method
- optimal policy
- action selection
- fuzzy logic
- function approximators
- scientific data
- blood flow
- rl algorithms
- neural network
- control strategy
- dynamic programming
- genetic algorithm