Nathaniel Korda

1. 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
2. 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
3. On TD(0) with function approximation: Concentration bounds and a centered variant with exponential convergence
   2014/11/12 by Nathaniel Korda, Korda, Nathaniel, L. A. Prashanth +1 · 2 citations
   Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Machine Learning and Algorithms #Advanced Bandit Algorithms Research