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