Optimal Control of Traffic Flow Based on Reinforcement Learning.
Urs BaumgartMichael BurgerPublished in: SMARTGREENS/VEHITS (Selected Papers) (2021)
Keyphrases
- optimal control
- traffic flow
- reinforcement learning
- control problems
- road traffic
- traffic data
- dynamic programming
- feedback control
- intelligent transport systems
- travel time
- traffic flows
- cellular automata
- traffic congestion
- actor critic
- traffic network
- infinite horizon
- traffic information
- model free
- control strategy
- rl algorithms
- traffic patterns
- function approximation
- state space
- traffic light
- optimal control problems
- reinforcement learning algorithms
- road safety
- learning algorithm
- data mining
- neural network
- markov decision processes