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

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

Bounding the Gaussian Process Information Gain: Applications to PAC-Bayes and GP Bandit Optimization Provider: videolectures.net Language: English

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

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

Mathematics of Machine Learning Provider: mit opencourseware Language: English

Advanced Topics in RL Provider: videolectures.net Language: English

The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond Provider: videolectures.net Language: English

Forced-Exploration Based Algortihms for Playing in Stochastic Linear Bandits Provider: videolectures.net Language: English

Reinforcement Learning Provider: videolectures.net Language: English