Mutual Information Regularized Offline Reinforcement Learning.
Xiao MaBingyi KangZhongwen XuMin LinShuicheng YanPublished in: NeurIPS (2023)
Keyphrases
- mutual information
- reinforcement learning
- information theoretic
- image registration
- function approximation
- medical image registration
- reinforcement learning algorithms
- temporal difference
- feature selection
- similarity measure
- information gain
- multi modal image registration
- real time
- selection criterion
- markov decision processes
- machine learning
- learning process
- information theoretic measures
- multi agent
- conditional mutual information
- policy search
- regularized least squares
- multimodal image registration
- least squares
- state space
- pattern recognition
- learning algorithm
- transfer learning
- optimal policy
- temporal difference learning
- dynamic programming
- normalized mutual information
- total least squares
- mutual information maximization
- maximization of mutual information
- robotic control
- statistical dependence
- action selection
- model free
- optimal control
- medical images
- data sets