Reinforcement Learning for Matrix Computations: PageRank as an Example.
Vivek S. BorkarAdwaitvedant S. MathkarPublished in: CoRR (2013)
Keyphrases
- reinforcement learning
- linear algebra
- function approximation
- web search
- random walk
- matrix multiplication
- optimal policy
- markov decision processes
- optimal control
- state space
- coefficient matrix
- temporal difference
- model free
- singular value decomposition
- ranking algorithm
- link analysis
- temporal difference learning
- genetic algorithm
- link structure
- low rank
- transfer learning
- learning process
- search engine
- learning algorithm
- social networks
- action space
- positive definite
- reinforcement learning methods
- multi agent reinforcement learning
- data sets
- google search engine