Piyush K. Sharma | DeepAI

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∙ 12/15/2022

Emergent Behaviors in Multi-Agent Target Acquisition

Only limited studies and superficial evaluations are available on agents...

0 Piyush K. Sharma, et al. ∙

∙ 03/17/2022

Strategic Maneuver and Disruption with Reinforcement Learning Approaches for Multi-Agent Coordination

Reinforcement learning (RL) approaches can illuminate emergent behaviors...

0 Derrik E. Asher, et al. ∙

∙ 02/26/2022

A Scalable Graph-Theoretic Distributed Framework for Cooperative Multi-Agent Reinforcement Learning

The main challenge of large-scale cooperative multi-agent reinforcement ...

0 Gangshan Jing, et al. ∙

∙ 01/10/2022

Distributed Cooperative Multi-Agent Reinforcement Learning with Directed Coordination Graph

Existing distributed cooperative multi-agent reinforcement learning (MAR...

0 Gangshan Jing, et al. ∙

∙ 07/29/2021

Survey of Recent Multi-Agent Reinforcement Learning Algorithms Utilizing Centralized Training

Much work has been dedicated to the exploration of Multi-Agent Reinforce...

0 Piyush K. Sharma, et al. ∙

∙ 07/26/2021

Asynchronous Distributed Reinforcement Learning for LQR Control via Zeroth-Order Block Coordinate Descent

Recently introduced distributed zeroth-order optimization (ZOO) algorith...

0 Gangshan Jing, et al. ∙

∙ 06/02/2021

Heterogeneous Noisy Short Signal Camouflage in Multi-Domain Environment Decision-Making

Data transmission between two or more digital devices in industry and go...

0 Piyush K. Sharma, et al. ∙

∙ 06/02/2021

IoT Solutions with Multi-Sensor Fusion and Signal-Image Encoding for Secure Data Transfer and Decision Making

Deployment of Internet of Things (IoT) devices and Data Fusion technique...

0 Piyush K. Sharma, et al. ∙

∙ 06/01/2021

Image-Audio Encoding to Improve C2 Decision-Making in Multi-Domain Environment

The military is investigating methods to improve communication and agili...

0 Piyush K. Sharma, et al. ∙

∙ 05/25/2021

Investigating Manifold Neighborhood size for Nonlinear Analysis of LIBS Amino Acid Spectra

Classification and identification of amino acids in aqueous solutions is...

4 Piyush K. Sharma, et al. ∙

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