Unsupervised Basis Function Adaptation for Reinforcement Learning.
Edward W. BarkerCharl J. RasPublished in: CoRR (2017)
Keyphrases
- basis functions
- reinforcement learning
- state space
- linear combination
- radial basis function
- function approximation
- supervised learning
- unsupervised learning
- adaptation process
- reinforcement learning algorithms
- markov decision processes
- optimal control
- learning algorithm
- lookup tables
- optimal policy
- learning capabilities
- feed forward neural networks
- machine learning
- set of basis functions
- semi supervised
- factored mdps
- model free
- action selection
- nonlinear functions
- approximate dynamic programming
- partially observable
- multi agent
- rbf network
- small number
- least squares