Symmetry Detection and Exploitation for Function Approximation in Deep RL.
Anuj MahajanTheja TulabandhulaPublished in: AAMAS (2017)
Keyphrases
- function approximation
- symmetry detection
- exploration exploitation tradeoff
- reinforcement learning
- tile coding
- temporal difference
- temporal difference learning
- model free
- rotational symmetry
- temporal difference learning algorithms
- learning tasks
- function approximators
- temporal difference methods
- radial basis function
- reinforcement learning algorithms
- markov decision processes
- neural network
- learning process