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Researcher profile

Christos Dimitrakakis

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Near-optimal Optimistic Reinforcement Learning using Empirical Bernstein Inequalities

    2019 · arXiv (Cornell University)

    We study model-based reinforcement learning in an unknown finite communicating Markov decision process. We propose a simple algorithm that leverages a variance based confidence interval. We show that the proposed algorithm, UCRL-V, achieves the optimal …

  2. Privacy of Real-Time Pricing in Smart Grid

    2019

    Installing smart meters to publish real-time electricity rates has been controversial while it might lead to privacy concerns. Dispatched rates include fine-grained data on aggregate electricity consumption in a zone and could potentially be used …