Adaptive Group-Based Signal Control Using Reinforcement Learning with Eligibility Traces.
Junchen JinXiaoliang MaPublished in: ITSC (2015)
Keyphrases
- eligibility traces
- reinforcement learning
- reinforcement learning algorithms
- adaptive control
- control problems
- optimal control
- policy evaluation
- reinforcement learning methods
- state space
- control strategies
- control system
- temporal difference
- action selection
- control method
- model free
- dynamical systems
- multi agent
- learning algorithm
- neural network
- learning speed
- markov decision processes
- reward function
- optimal policy
- dynamic environments
- machine learning