Korda, Nathaniel

1. Finite-Time Analysis of Kernelised Contextual Bandits
   2013/09/26 by Michal Valko, Valko, Michal, Nathan Korda +7 · 17 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Smart Grid Energy Management
2. Thompson Sampling: An Asymptotically Optimal Finite Time Analysis
   2012/05/18 by Emilie Kaufmann, Nathaniel Korda, Kaufmann, Emilie +3 · 14 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Smart Grid Energy Management
3. Thompson Sampling for 1-Dimensional Exponential Family Bandits
   2013/07/12 by Korda, Nathaniel, Kaufmann, Emilie, Munos, Remi · 3 citations
   #FOS: Computer and information sciences #Machine Learning (stat.ML)
4. Concentration bounds for temporal difference learning with linear function approximation: The case of batch data and uniform sampling
   2013/06/11 by L. A. Prashanth, Prashanth, L. A., Nathaniel Korda +3 · 2 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Age of Information Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
5. On TD(0) with function approximation: Concentration bounds and a centered variant with exponential convergence
   2014/11/12 by Nathaniel Korda, L. A. Prashanth, Korda, Nathaniel +1 · 2 citations
   Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Machine Learning and Algorithms #Advanced Bandit Algorithms Research