Mitigating Action Hysteresis in Traffic Signal Control with Traffic Predictive Reinforcement Learning.
Xiao HanXiangyu ZhaoLiang ZhangWanyu WangPublished in: KDD (2023)
Keyphrases
- traffic signal control
- reinforcement learning
- traffic simulator
- action selection
- traffic signal
- action space
- dynamic programming
- multi agent
- multi objective
- state space
- traffic congestion
- learning algorithm
- traffic flows
- traffic control
- network traffic
- optimal policy
- multi agent systems
- traffic management
- traffic flow
- real time