Reinforcement Learning of Contextual MDPs using Spectral Methods.
Kamyar AzizzadenesheliAlessandro LazaricAnimashree AnandkumarPublished in: CoRR (2016)
Keyphrases
- spectral methods
- reinforcement learning
- markov decision processes
- spectral analysis
- random walk
- manifold learning
- spectral clustering
- optimal policy
- state space
- eigendecomposition
- dynamic programming
- graph partitioning
- data mining applications
- learning algorithm
- machine learning
- reward function
- learning problems
- supervised learning
- pairwise
- multi label
- markov chain
- markov random field
- normalized cut
- least squares
- graph clustering
- graph construction
- adjacency matrix