17 citations · 36 across the 8 of their papers we have counts for
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stat.ML2015
Algorithms for Differentially Private Multi-Armed Bandits
Aristide Tossou, Christos Dimitrakakis
We present differentially private algorithms for the stochastic Multi-Armed Bandit (MAB) problem. This is a problem for applications such as adaptive clinical trials, experiment de…
stat.ML2013★ 2 cited
Probabilistic inverse reinforcement learning in unknown environments
Aristide C. Y. Tossou, Christos Dimitrakakis
We consider the problem of learning by demonstration from agents acting in unknown stochastic Markov environments or games. Our aim is to estimate agent preferences in order to con…