Unsupervised Basis Function Adaptation for Reinforcement Learning.
Edward BarkerCharl J. RasPublished in: J. Mach. Learn. Res. (2019)
Keyphrases
- basis functions
- reinforcement learning
- state space
- linear combination
- unsupervised learning
- radial basis function
- supervised learning
- function approximation
- adaptation process
- markov decision processes
- learning algorithm
- learning capabilities
- reinforcement learning algorithms
- machine learning
- semi supervised
- nonlinear functions
- feed forward neural networks
- dynamical systems
- optimal policy
- model free
- action selection
- neural network
- rbf neural network
- transfer learning
- support vector machine svm
- dynamic programming
- partially observable
- markov decision process
- multi agent
- approximate dynamic programming
- lookup tables