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Sofian Kassaymeh

Aqaba University of Technology

SCHOLARLY PAPERS

3

DOWNLOADS

263

TOTAL CITATIONS

1

Scholarly Papers (3)

1.

Deep Reinforcement Learning for Robotics Motion Planning Combining Graph Neural Networks and Multi-Agent Systems

Number of pages: 36 Posted: 13 Feb 2024
affiliation not provided to SSRN, Concordia University, Concordia University, University of Alberta, Concordia University and Aqaba University of Technology
Downloads 158 (480,208)
Citation 1

Abstract:

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Robot motion planning, Proximal Policy Optimization (PPO), Graph Neural Networks (GNNs), Multi-Agent Systems (MAS), Centralized Training and Decentralized Execution (CTDE)

Enhanced Dynamic Deep Q-Network for Federated Learning Scheduling Policies on Iot Devices Using Explanation-Driven Trust

Number of pages: 29 Posted: 12 Mar 2024
Aqaba University of Technology, Concordia University, Concordia University, University of Alberta, Aqaba University of Technology and Aqaba University of Technology
Downloads 50 (1,083,731)

Abstract:

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Internet of Things (IoT), Edge computing, Federated Learning (FL), trust, task scheduling, Dynamic-DQN, Explanations

Enhanced Dynamic Deep Q-Network for Federated Learning Scheduling Policies on Iot Devices Using Explanation-Driven Trust

Number of pages: 35 Posted: 05 Aug 2024
Aqaba University of Technology, Concordia University, Concordia University, University of Alberta, Aqaba University of Technology, Aqaba University of Technology and Concordia University
Downloads 35 (1,281,607)

Abstract:

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Internet of Things (IoT) and Edge Computing, Federated Learning (FL), Trust, task scheduling, Dynamic Deep Q-Network (Dynamic-DQN)

3.

An End-to-End Framework for Multi-Agent Motion Planning with Deep Reinforcement Learning and Transformers

Number of pages: 50 Posted: 25 Aug 2025
Aqaba University of Technology, Concordia University, Concordia University, Concordia University, Concordia University, Aqaba University of Technology, Polytechnique Montréal and Aqaba University of Technology
Downloads 20 (1,491,251)

Abstract:

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Motion Planning, Multi-Agent Proximal Policy Optimization (MAPPO), Graph neural networks (GNNs), Multi-Agent Systems (MAS), Transformers