Reinforcement learning for traffic light control with emphasis on emergency vehicles.
Mahboubeh ShamsiAbdolreza Rasouli KenariRoghayeh AghamohammadiPublished in: J. Supercomput. (2022)
Keyphrases
- reinforcement learning
- traffic light
- traffic flow
- function approximation
- traffic control
- state space
- model free
- traffic management
- management system
- vehicle tracking
- real time
- reinforcement learning algorithms
- road traffic
- optimal control
- vehicle detection
- autonomous vehicles
- intelligent control
- learning algorithm
- optimal policy
- decision making
- emergency response
- traffic congestion
- traffic signal
- emergency department
- traffic simulator
- moving vehicles
- natural disasters
- traffic conditions
- markov decision processes
- dynamic programming
- learning process
- neural network