Comparison of CMACs and radial basis functions for local function approximators in reinforcement learning.
R. Matthew KretchmarCharles W. AndersonPublished in: ICNN (1997)
Keyphrases
- function approximation
- function approximators
- radial basis function
- reinforcement learning
- neural network
- temporal difference
- temporal difference methods
- artificial neural networks
- model free
- support vector
- basis functions
- continuous state and action spaces
- support vector machine svm
- reinforcement learning problems
- reinforcement learning algorithms
- markov decision problems
- support vector machine
- machine learning
- data mining
- knn
- genetic algorithm
- real valued
- k nearest neighbor
- dynamic programming
- active learning
- pattern recognition
- search algorithm
- td learning
- learning algorithm