Reinforcement Learning-Based Variable Speed Limits Control to Reduce Crash Risks Near Traffic Oscillations on Freeways.
Zhibin LiChengcheng XuYanyong GuoPan LiuZiyuan PuPublished in: IEEE Intell. Transp. Syst. Mag. (2021)
Keyphrases
- reinforcement learning
- control problems
- optimal control
- control system
- high speed
- control policy
- action selection
- traffic signal
- traffic control
- robot control
- risk management
- control method
- robotic control
- vehicle speed
- flow control
- traffic flow
- real time
- network traffic
- learning algorithm
- model free
- adaptive control
- control strategies
- risk analysis
- control algorithm
- control strategy
- induction motor
- state space
- learning process
- moving objects
- machine learning