Mutual Information Regularized Offline Reinforcement Learning.
Xiao MaBingyi KangZhongwen XuMin LinShuicheng YanPublished in: CoRR (2022)
Keyphrases
- mutual information
- reinforcement learning
- information theoretic
- similarity measure
- image registration
- function approximation
- feature selection
- multi modal image registration
- model free
- reinforcement learning algorithms
- least squares
- machine learning
- conditional mutual information
- risk minimization
- real time
- markov decision processes
- state space
- learning process
- medical image registration
- information theoretic measures
- learning algorithm
- maximum likelihood
- information gain
- temporal difference learning
- robotic control
- statistical dependence
- maximization of mutual information
- multimodal image registration
- transfer learning
- normalized mutual information
- autonomous learning
- multi agent