Adaptive Coordination Offsets for Signalized Arterial Intersections using Deep Reinforcement Learning.
Keith Anshilo DiazDamian DailisanUmang SharafCarissa SantosQijian GanFrancis Aldrine UyMay T. LimAlexandre M. BayenPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- multi agent reinforcement learning
- traffic signal
- multi agent
- multi agent systems
- cooperative
- traffic light
- multiagent systems
- function approximation
- cooperative multi agent systems
- multiagent learning
- adaptive control
- genetic algorithm
- state space
- machine learning
- traffic flow
- reinforcement learning algorithms
- markov decision processes
- optimal policy
- e learning