Concept

Multi-agent system

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

Nirupam Gupta

In this article, we study the problem of Byzantine fault-tolerance in a federated optimization setting, where there is a group of agents communicating with a centralized coordinator. We allow up to

f

Byzantine-faulty agents, which may not follow a prescr ...

Piscataway2023

Multi-agent system

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

Multi-robot task allocation for safe planning against stochastic hazard dynamics

Model Predictive Control for Multi-Agent Systems under Limited Communication and Time-Varying Network Topology

Partial Information Sharing Over Social Learning Networks

Learning Robust and Adaptive Representations: from Interactions, for Interactions

Why is the winner the best?

MultiModN- Multimodal, Multi-Task, Interpretable Modular Networks

Automatic Multi-Robot Control Design and Optimization Leveraging Multi-Level Modeling: An Exploration Case Study

Generalizing Bulk-Synchronous Parallel Processing for Data Science: From Data to Threads and Agent-Based Simulations

Dynamic power budget redistribution under a power cap on multi-application environments

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

Generalizing Bulk-Synchronous Parallel Processing for Data Science: From Data to Threads and Agent-Based Simulations

Partial Information Sharing Over Social Learning Networks

Dynamic power budget redistribution under a power cap on multi-application environments

Learning Robust and Adaptive Representations: from Interactions, for Interactions

Why is the winner the best?

MultiModN- Multimodal, Multi-Task, Interpretable Modular Networks

Automatic Multi-Robot Control Design and Optimization Leveraging Multi-Level Modeling: An Exploration Case Study

Model Predictive Control for Multi-Agent Systems under Limited Communication and Time-Varying Network Topology

Multi-robot task allocation for safe planning against stochastic hazard dynamics