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20182024
most citedFinite-Time Analysis of Distributed TD(0) with Linear Function Approximation for Multi-Agent Reinforcement Learning

50 citations · 69 across the 12 of their papers we have counts for

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cs.DC2021★ 1 cited

Byzantine Fault-Tolerance in Federated Local SGD under 2f-Redundancy

Nirupam Gupta, Thinh T. Doan, Nitin Vaidya

We consider the problem of Byzantine fault-tolerance in federated machine learning. In this problem, the system comprises multiple agents each with local data, and a trusted centra…

cs.DC2020★ 3 cited

Byzantine Fault-Tolerance in Decentralized Optimization under Minimal Redundancy

Nirupam Gupta, Thinh T. Doan, Nitin H. Vaidya

This paper considers the problem of Byzantine fault-tolerance in multi-agent decentralized optimization. In this problem, each agent has a local cost function. The goal of a decent…