Reinforcement learning with average cost for adaptive control of traffic lights at intersections.
Prashanth L. A.Shalabh BhatnagarPublished in: ITSC (2011)
Keyphrases
- adaptive control
- traffic light
- average cost
- reinforcement learning
- markov decision processes
- optimal policy
- optimal control
- traffic control
- traffic flow
- traffic management
- finite state
- long run
- infinite horizon
- intelligent control
- state space
- traffic congestion
- finite number
- control law
- control policy
- control strategies
- traffic signs
- autonomous vehicles
- long distance
- multistage
- dynamic programming
- markov decision process
- learning algorithm
- total cost
- traffic signal
- control method
- linear program
- dynamic environments
- traffic conditions
- cellular networks
- control strategy
- linear programming
- fuzzy logic
- multi agent systems
- data mining