Towards Data Driven Traffic Modelling: Safe Driving Based on Reinforcement Learning.
Vasilis KyriazopoulosFoteini P. OrfanouEleni I. VlahogianniGeorge YannisPublished in: ITSC (2021)
Keyphrases
- data driven
- reinforcement learning
- driving behavior
- traffic accidents
- real time
- traffic conditions
- network traffic
- function approximation
- markov decision processes
- model free
- state space
- traffic management
- traffic flow
- road traffic
- traffic control
- traffic monitoring
- driving simulator
- optimal control
- optimal policy
- supervised learning
- multi agent
- learning algorithm
- action space
- traffic congestion
- learning problems
- congestion control
- internet traffic
- dynamic programming
- urban traffic
- traffic volume
- robotic control
- machine learning