Behaviorally Diverse Traffic Simulation via Reinforcement Learning.
Shinya ShiroshitaShirou MaruyamaDaisuke NishiyamaMario Ynocente CastroKarim HamzaouiGuy RosmanJonathan A. DeCastroKuan-Hui LeeAdrien GaidonPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- traffic network
- traffic signal control
- learning algorithm
- function approximation
- network traffic
- traffic management
- wide variety
- state space
- real world
- markov decision processes
- traffic flow
- dynamic programming
- traffic light
- transportation networks
- simulation models
- multi agent
- simulation study
- simulation model
- road network
- temporal difference
- reinforcement learning algorithms
- data sets
- mathematical model
- image sequences
- cellular automata
- optimal policy
- neural network