1 citations · 1 across the 9 of their papers we have counts for
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Concentration bounds for SSP Q-learning for average cost MDPs
Shaan Ul Haque, Vivek Borkar
We derive a concentration bound for a Q-learning algorithm for average cost Markov decision processes based on an equivalent shortest path problem, and compare it numerically with…
Joint Probability Estimation Using Tensor Decomposition and Dictionaries
Shaan ul Haque, Ajit Rajwade, Karthik S. Gurumoorthy
In this work, we study non-parametric estimation of joint probabilities of a given set of discrete and continuous random variables from their (empirically estimated) 2D marginals,…
Learning to Speak on Behalf of a Group: Medium Access Control for Sending a Shared Message
Shaan ul Haque, Siddharth Chandak, Federico Chiariotti +2
The rapid development of Internet of Things (IoT) technologies has not only enabled new applications, but also presented new challenges for reliable communication with limited reso…