PAC-Bayesian Analysis of the Exploration-Exploitation Trade-off
Yevgeny SeldinNicolò Cesa-BianchiFrançois LaviolettePeter AuerJohn Shawe-TaylorJan PetersPublished in: CoRR (2011)
Keyphrases
- bayesian analysis
- computationally feasible
- sample complexity
- pac learning
- stochastic simulation
- sample size
- upper bound
- statistically sound
- personalized ranking
- noise tolerant
- vc dimension
- variational bayesian inference
- statistical queries
- efficient learning
- uniform distribution
- metaheuristic
- search algorithm
- reinforcement learning
- learning algorithm
- neural network
- pac bayesian
- database