Frontiers

Distributed Training and Rural Health Professions Education

Distributed health professions education, also referred to as decentralized training in the medical education literature, is ...
TDAN.com

Using Artificial Intelligence and Machine learning to Improve Data Quality in Cloud Native Data Pipelines

Introduction: Why Data Quality Is Harder Than Ever Data quality has always been important, but in today’s world of ...
IEEE

Graph-Hierarchical Approaches for Distributed Learning Over Nonuniform Durations of Agents

Abstract: The design and analysis of distributed learning for multiagent networks generally resort to the graph-theoretical methods in the leader–follower framework, but how to exploit new ...
IEEE

Distributed Multiagent Reinforcement Learning With One-Hop Neighbors and Compute Straggler Mitigation

Abstract: Most multiagent reinforcement learning (MARL) methods are limited in the scale of problems they can handle. With increasing numbers of agents, the number of training iterations required to ...