Behaviorally Diverse Traffic Simulation via Reinforcement Learning.
Shinya ShiroshitaShirou MaruyamaDaisuke NishiyamaMario Ynocente CastroKarim HamzaouiGuy RosmanJonathan A. DeCastroKuan-Hui LeeAdrien GaidonPublished in: IROS (2020)
Keyphrases
- reinforcement learning
- traffic network
- traffic signal control
- wide variety
- real time
- multi agent
- state space
- optimal policy
- markov decision processes
- network traffic
- function approximation
- traffic signal
- traffic simulator
- road traffic
- internet traffic
- traffic light
- traffic management
- traffic congestion
- real robot
- simulation environment
- traffic flow
- simulation model
- mathematical model
- markov chain
- machine learning