Soft Q-Learning with Mutual-Information Regularization.
Jordi Grau-MoyaFelix LeibfriedPeter VrancxPublished in: ICLR (Poster) (2019)
Keyphrases
- mutual information
- information theoretic
- reinforcement learning
- image registration
- multi agent
- function approximation
- cooperative
- feature selection
- similarity measure
- multi modal image registration
- multi agent reinforcement learning
- mutual information maximization
- learning algorithm
- stochastic approximation
- state space
- model free
- action selection
- reinforcement learning algorithms
- medical image registration
- information theoretic measures
- multimodal image registration
- conditional mutual information
- convergence proof
- statistical dependence
- regularization method
- information gain
- prior information
- optimal policy
- temporal difference learning
- learning rate
- normalized mutual information
- potential field
- maximum likelihood
- parameter selection
- temporal difference
- regularization parameter