Thompson sampling
Heuristic for choosing actions that addresses the exploration-exploitation dilemma in the multi-armed bandit problem.
- Type of
- multi-armed bandit, sampling
- Instance of
- heuristic
More concepts & methods
- cerebellar model articulation controllertype of artifical neural network
- machine learning in bioinformaticsSoftware for understanding biological data
- neural fielda neural field is a type of neural network that models a mathematical field in a continuous and differentiable way
- multiple kernel learningmachine learning methods that use a predefined set of kernels and learn an optimal linear or non-linear combination of kernels as part of the algorithm
- preference learningSubfield of machine learning
- statistical relational learningsubdiscipline of artificial intelligence
Sources
- Wikidata Q7795822 (structured facts, CC0)
- Wikipedia