Generation of Traffic Flows in Multi-Agent Traffic Simulation with Agent Behavior Model based on Deep Reinforcement Learning.
Junjie ZhongHiromitsu HattoriPublished in: CoRR (2021)
Keyphrases
- urban areas
- agent behavior
- traffic network
- reinforcement learning
- multi agent
- traffic flows
- travel time
- traffic congestion
- traffic flow
- traffic light
- traffic signal
- agent based simulation
- autonomous agents
- traffic data
- traffic signal control
- transportation networks
- road network
- shortest path
- multi agent systems
- state space
- intelligent agents
- road traffic
- multiagent systems
- cooperative
- game theoretic
- control strategies
- agent architecture
- traffic management
- lower bound
- learning algorithm
- control policy
- software agents
- control system