Provable Benefits of Representation Learning in Linear Bandits.
Jiaqi YangWei HuJason D. LeeSimon S. DuPublished in: CoRR (2020)
Keyphrases
- learning algorithm
- learning systems
- learning process
- knowledge acquisition
- prior knowledge
- online learning
- incremental learning
- multi armed bandits
- data sets
- feature hierarchies
- perceptual information
- learning scheme
- inductive learning
- background knowledge
- generative model
- reinforcement learning
- bayesian networks
- social networks