Optimizing Traffic Controllers along the MLK Smart Corridor Using Reinforcement Learning and Digital Twin.
Abhilasha SarojToan V. TrantAngshuman GuinMichael HunterMina SartipiPublished in: DTPI (2022)
Keyphrases
- reinforcement learning
- function approximation
- state space
- machine learning
- network traffic
- traffic flow
- model free
- optimal policy
- markov decision processes
- real time
- action selection
- adaptive control
- learning process
- learning algorithm
- learning problems
- reinforcement learning algorithms
- control system
- traffic signal control
- control policies
- dynamic programming
- network management
- optimal control
- temporal difference
- road network
- smart grid
- traffic data
- traffic congestion
- traffic conditions
- multi agent