Intelligent Traffic Signal Duration Adaptation Using Q-Learning with an Evolving State Space.
Vinayak V. GaikwadSanket S. KadarkarGaurav S. KasbekarPublished in: VTC Fall (2016)
Keyphrases
- state space
- traffic signal
- reinforcement learning
- traffic signal control
- reinforcement learning algorithms
- traffic control
- optimal policy
- dynamic programming
- markov chain
- multi agent systems
- continuous state spaces
- intelligent systems
- markov decision processes
- traffic flow
- agent technology
- multi agent
- traffic management
- search space
- model free
- action space
- learning algorithm
- traffic light
- traffic conditions
- multi objective
- control system