Mathematics of Machine Learning Provider: mit opencourseware Language: English

Bandit Algorithms for Online Linear Optimization Provider: videolectures.net Language: English

Piecewise-Stationary Bandit Problems with Side Information Provider: videolectures.net Language: English

A Relative Exponential Weighing Algorithm for Adversarial Utility-based Dueling Bandits Provider: videolectures.net Language: English

Toward the understanding of partial-monitoring games Provider: videolectures.net Language: English

Efficient Bayes-Adaptive Reinforcement Learning using Sample-Based Search Provider: videolectures.net Language: English

Bandit-Based Optimization on Graphs with Application to Library Performance Tuning Provider: videolectures.net Language: English

Bayesian optimization and its applications for autonomous vehicles Provider: videolectures.net Language: English

Monte-Carlo Planning: Basic Principles and Recent Progress Provider: videolectures.net Language: English

On the Complexity of Bandit and Derivative-Free Stochastic Convex Optimization Provider: videolectures.net Language: English