XRouting: Explainable Vehicle Rerouting for Urban Road Congestion Avoidance using Deep Reinforcement Learning.
Zheng WangShen WangPublished in: ISC2 (2022)
Keyphrases
- congestion avoidance
- urban traffic
- reinforcement learning
- autonomous driving
- traffic congestion
- urban areas
- vehicle detection
- traffic safety
- intelligent transportation systems
- traffic accidents
- road surface
- vehicle speed
- city traffic
- road vehicles
- autonomous vehicles
- road safety
- atm networks
- traffic monitoring
- moving vehicles
- traffic flow
- traffic light
- traffic management
- traffic signal
- land vehicle
- congestion control
- transportation networks
- driver assistance systems
- lane detection
- bandwidth allocation
- traffic conditions
- optimal policy
- intelligent vehicles
- road segments
- real time
- road network
- lane change
- state space
- lane markings
- production system
- markov decision processes
- transport network
- image sequences