6 citations · 17 across the 6 of their papers we have counts for
6 papers
Distributed Cooperative Multi-Agent Reinforcement Learning with Directed Coordination Graph
Gangshan Jing, He Bai, Jemin George +2
Existing distributed cooperative multi-agent reinforcement learning (MARL) frameworks usually assume undirected coordination graphs and communication graphs while estimating a glob…
Heterogeneous Noisy Short Signal Camouflage in Multi-Domain Environment Decision-Making
Piyush K. Sharma
Data transmission between two or more digital devices in industry and government demands secure and agile technology. Digital information distribution often requires deployment of…
IoT Solutions with Multi-Sensor Fusion and Signal-Image Encoding for Secure Data Transfer and Decision Making
Piyush K. Sharma, Mark Dennison, Adrienne Raglin
Deployment of Internet of Things (IoT) devices and Data Fusion techniques have gained popularity in public and government domains. This usually requires capturing and consolidating…
Investigating Manifold Neighborhood size for Nonlinear Analysis of LIBS Amino Acid Spectra
Piyush K. Sharma, Gary Holness, Poopalasingam Sivakumar +2
Classification and identification of amino acids in aqueous solutions is important in the study of biomacromolecules. Laser Induced Breakdown Spectroscopy (LIBS) uses high energy l…
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts
Soravit Changpinyo, Piyush Sharma, Nan Ding +1
The availability of large-scale image captioning and visual question answering datasets has contributed significantly to recent successes in vision-and-language pre-training. Howev…
Learning Distributed Stabilizing Controllers for Multi-Agent Systems
Gangshan Jing, He Bai, Jemin George +2
We address the problem of model-free distributed stabilization of heterogeneous multi-agent systems using reinforcement learning (RL). Two algorithms are developed. The first algor…