Concurrent optimization of safety and traffic flow using deep reinforcement learning for autonomous intersection management.
Lakmal MuthugamaHairuo XieEgemen TaninShanika KarunasekeraUdesh GunarathnaPublished in: SIGSPATIAL/GIS (2022)
Keyphrases
- traffic flow
- traffic signal
- reinforcement learning
- traffic light
- road safety
- intelligent transport systems
- traffic flows
- road traffic
- traffic congestion
- traffic accidents
- traffic data
- urban traffic
- traffic density
- cellular automata
- traffic network
- travel time
- cellular automaton model
- moving vehicles
- traffic control
- video sequences
- traffic information
- optimization problems
- traffic management
- control system
- intelligent transportation systems
- traffic conditions
- short term
- multi agent