Bounded Rationality, Abstraction, and Hierarchical Decision-Making: An Information-Theoretic Optimality Principle.
Tim GeneweinFelix LeibfriedJordi Grau-MoyaDaniel Alexander BraunPublished in: Frontiers Robotics AI (2015)
Keyphrases
- information theoretic
- bounded rationality
- decision making
- information bottleneck
- information theory
- mutual information
- theoretic framework
- kullback leibler divergence
- information theoretic measures
- entropy measure
- jensen shannon divergence
- minimum description length
- log likelihood
- bregman divergences
- decision makers
- relative entropy
- optimal solution
- information processing
- artificial intelligence
- rational agents
- kl divergence
- special case
- computational complexity
- image segmentation
- knowledge base
- case based reasoning
- learning algorithm