21 citations · 96 across the 24 of their papers we have counts for
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math.OC2016
An Exact Distributed Newton Method for Reinforcement Learning
Rasul Tutunov, Haitham Bou-Ammar, Ali Jadbabaie
In this paper, we propose a distributed second- order method for reinforcement learning. Our approach is the fastest in literature so-far as it outperforms state-of-the-art methods…
cs.DC2016
A Distributed Newton Method for Large Scale Consensus Optimization
Rasul Tutunov, Haitham Bou Ammar, Ali Jadbabaie
In this paper, we propose a distributed Newton method for consensus optimization. Our approach outperforms state-of-the-art methods, including ADMM. The key idea is to exploit the…