Adaptive function approximation in reinforcement learning with an interpolating growing neural gas.
Michael BaumannHans Kleine BüningPublished in: Int. J. Hybrid Intell. Syst. (2014)
Keyphrases
- function approximation
- reinforcement learning
- growing neural gas
- temporal difference
- function approximators
- temporal difference learning
- neural gas
- model free
- radial basis function
- learning tasks
- neural network
- reinforcement learning algorithms
- td learning
- action selection
- machine learning
- actor critic
- state space
- pattern recognition
- topology preserving
- support vector
- markov decision processes
- optimal policy
- feature space
- delaunay triangulation
- learning algorithm
- data sets
- reinforcement learning problems