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20152022
most citedInitialization-free Distributed Algorithms for Optimal Resource Allocation with Feasibility Constraints and its Application to Economic Dispatch of Power Systems

489 citations · 1.2k across the 25 of their papers we have counts for

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5 papers · 1 filter

math.OC2022

Distributed Projection-free Algorithm for Constrained Aggregative Optimization

Tongyu Wang, Peng Yi

In this paper, we focus on solving a distributed convex aggregative optimization problem in a network, where each agent has its own cost function which depends not only on its own…

cs.GT2022

Generalized Multi-cluster Game under Partial-decision Information with Applications to Management of Energy Internet

Yue Chen, Peng Yi

The decision making and management of many engineering networks involves multiple parties with conflicting interests, while each party is constituted with multiple agents. Such pro…

math.OC2022

An Optimal Distributed Algorithm with Operator Extrapolation for Stochastic Aggregative Games

Tongyu Wang, Peng Yi, Jie Chen

This work studies Nash equilibrium seeking for a class of stochastic aggregative games, where each player has an expectation-valued objective function depending on its local strate…

math.OC2022

Distributed coordination for seeking the optimal Nash equilibrium of aggregative games

Xiaoyu Ma, Jinlong Lei, Peng Yi +1

This paper aims to design a distributed coordination algorithm for solving a multi-agent decision problem with a hierarchical structure. The primary goal is to search the Nash equi…

cs.LG2022

No-regret learning for repeated non-cooperative games with lossy bandits

Wenting Liu, Jinlong Lei, Peng Yi +1

This paper considers no-regret learning for repeated continuous-kernel games with lossy bandit feedback. Since it is difficult to give the explicit model of the utility functions i…