Closed-Form Analytical Results for Maximum Entropy Reinforcement Learning.
Argenis ArriojasStas TiomkinRahul V. KulkarniPublished in: CoRR (2021)
Keyphrases
- maximum entropy
- closed form
- reinforcement learning
- maximum entropy principle
- markov models
- hyperparameters
- point correspondences
- random fields
- state space
- minimum cross entropy
- conditional random fields
- log likelihood
- learning algorithm
- closed form solutions
- iterative scaling
- exponential family
- information retrieval
- transformation based learning
- principle of maximum entropy
- graphical models
- pairwise
- gaussian process
- gaussian mixture
- joint distribution
- machine learning