Towards a Theory of Balancing Exploration and Exploitation in Probabilistic Environments.
Stefani NellenMarsha C. LovettPublished in: ICCM (2004)
Keyphrases
- probability theory
- theoretical framework
- bayesian networks
- probabilistic model
- probabilistic reasoning
- balancing exploration and exploitation
- imprecise probabilities
- reinforcement learning
- pairwise
- data driven
- generative model
- dynamic environments
- information theoretic
- document collections
- general theory
- uncertain data
- information theory
- conditional probabilities
- data sets
- real world
- neural network