Fast and Highly Scalable Bayesian MDP on a GPU Platform.
He ZhouSunil P. KhatriJiang HuFrank LiuCliff C. N. SzePublished in: BCB (2017)
Keyphrases
- highly scalable
- real time
- markov decision processes
- data partitioning
- web caching
- state space
- optimal policy
- bayesian reinforcement learning
- markov decision process
- maximum likelihood
- data driven
- gpu accelerated
- bayesian networks
- parallel computation
- linear programming
- decision makers
- parallel implementation
- bayesian learning
- graphics hardware
- parallel algorithm
- bayesian estimation
- finite state
- bayesian inference
- utility function
- multi agent
- reinforcement learning
- learning algorithm