Enhancing Car-Following Performance in Traffic Oscillations Using Expert Demonstration Reinforcement Learning.
Meng LiZhibin LiZehong CaoPublished in: IEEE Trans. Intell. Transp. Syst. (2024)
Keyphrases
- reinforcement learning
- driving simulator
- traffic flow
- expert knowledge
- multi agent
- network traffic
- reinforcement learning algorithms
- function approximation
- road network
- model free
- temporal difference
- state space
- optimal policy
- learning process
- road traffic
- traffic management
- transportation networks
- human experts
- markov decision processes
- transfer learning
- electric field
- internet traffic
- traffic control
- expert advice
- domain experts
- policy search
- machine learning