Optimal Neuron Selection: NK Echo State Networks for Reinforcement Learning.
L. Darrell WhitleyRenato TinósFrancisco ChicanoPublished in: CoRR (2015)
Keyphrases
- reinforcement learning
- echo state networks
- recurrent neural networks
- dynamic programming
- optimal control
- neural network
- state space
- worst case
- function approximation
- optimal selection
- optimal solution
- learning process
- fuzzy logic
- reinforcement learning algorithms
- closed form
- robotic control
- optimal design
- selection strategy
- hidden markov models
- genetic algorithm