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star2dust / paper-simulation

Let's reproduce paper simulations of multi-robot systems, formation control, distributed optimization and cooperative manipulation.
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Need some help #3

Closed Winnie-xwj closed 1 year ago

Winnie-xwj commented 3 years ago

I feel hard to reproduce the simulations of this paper:On Maintaining Linear Convergence of Distributed Learning and Optimization Under Limited Communication, I want to run this algorithm in the decentralized version mentioned in this paper on MNIST, but I do not know how to build distributed algorithm on MATLAB, I hope to get some insights from you.

star2dust commented 3 years ago

I feel hard to reproduce the simulations of this paper:On Maintaining Linear Convergence of Distributed Learning and Optimization Under Limited Communication, I want to run this algorithm in the decentralized version mentioned in this paper on MNIST, but I do not know how to build distributed algorithm on MATLAB, I hope to get some insights from you.

Thanks for your comment. As far as I can see, this paper investigates a distributed optimization problem and solve it with learning based algorithms. It sounds like an interesting idea, but learning is not in my research field. I need some time to understand this paper.