Adaptive Traffic Signal Control : Exploring Reward Definition For Reinforcement Learning.
Saad TouhbiMohamed Ait BabramTri Nguyen-HuuNicolas MarilleauMoulay L. HbidChristophe CambierSerge StinckwichPublished in: ANT/SEIT (2017)
Keyphrases
- reinforcement learning
- traffic signal control
- model free
- traffic signal
- learning algorithm
- state space
- machine learning
- markov decision processes
- reward function
- reinforcement learning algorithms
- dynamic programming
- optimal policy
- multi agent
- optimal control
- evolutionary algorithm
- traffic congestion
- average reward
- policy gradient