Synchronizing to the Environment: Information-Theoretic Constraints on Agent Learning.
James P. CrutchfieldDavid P. FeldmanPublished in: Adv. Complex Syst. (2001)
Keyphrases
- information theoretic
- information bottleneck
- mutual information
- information theory
- simulated robot
- learning algorithm
- theoretic framework
- supervised learning
- learning tasks
- autonomous agents
- prior knowledge
- multi agent
- learning problems
- learning agent
- minimum description length
- background knowledge
- maximum likelihood
- log likelihood
- relative entropy
- reinforcement learning