Model-Based Reinforcement Learning with a Generative Model is Minimax Optimal.
Alekh AgarwalSham M. KakadeLin F. YangPublished in: COLT (2020)
Keyphrases
- generative model
- model based reinforcement learning
- probabilistic model
- bayesian framework
- em algorithm
- expectation maximization
- prior knowledge
- semi supervised
- topic models
- dynamic programming
- markov decision processes
- posterior probability
- latent dirichlet allocation
- hidden variables
- k means
- evaluation function
- optimal solution