Search Results for author: Shan Sun

Found 3 papers, 1 papers with code

MAMRL: Exploiting Multi-agent Meta Reinforcement Learning in WAN Traffic Engineering

no code implementations30 Nov 2021 Shan Sun, Mariam Kiran, Wei Ren

Traffic optimization challenges, such as load balancing, flow scheduling, and improving packet delivery time, are difficult online decision-making problems in wide area networks (WAN).

Decision Making Meta-Learning +4

Distributed Continuous-Time Optimization with Time-Varying Objective Functions and Inequality Constraints

1 code implementation4 Sep 2020 Shan Sun, Wei Ren

Different from most studied distributed optimization problems with time-invariant objective functions and constraints, the optimal solution in this paper is time varying and forms a trajectory.

Optimization and Control

A collaborative filtering model with heterogeneous neural networks for recommender systems

no code implementations27 May 2019 Ge Fan, Wei Zeng, Shan Sun, Biao Geng, Weiyi Wang, Weibo Liu

One advantage of deep neural network is that the performance of the algorithm can be easily enhanced by augmenting the depth of the neural network.

Collaborative Filtering Recommendation Systems +2

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