Performance Evaluation of Tile Coding in Reinforcement Learning.
Kenji OtaTomoko OzekiPublished in: HAI (2015)
Keyphrases
- tile coding
- function approximation
- reinforcement learning
- action space
- hyperplane
- state space
- control policy
- model free
- learning tasks
- function approximators
- radial basis function
- temporal difference
- real valued
- generalization capabilities
- transfer learning
- markov decision processes
- training samples
- support vector
- reinforcement learning algorithms
- machine learning
- kernel function
- learning algorithm
- multi agent
- action selection
- feature space
- data points
- supervised learning
- neural network