The Curious Price of Distributional Robustness in Reinforcement Learning with a Generative Model.
Laixi ShiGen LiYuting WeiYuxin ChenMatthieu GeistYuejie ChiPublished in: NeurIPS (2023)
Keyphrases
- generative model
- reinforcement learning
- probabilistic model
- bayesian framework
- latent dirichlet allocation
- em algorithm
- posterior probability
- function approximation
- generative and discriminative models
- discriminative learning
- state space
- prior knowledge
- discriminative models
- semi supervised
- optimal policy
- learned models
- fisher kernel
- fully bayesian
- topic models
- transfer learning
- co occurrence
- markov decision processes
- learning algorithm
- learning process
- hierarchical bayesian model
- spatio temporal
- bayesian networks