Md. Mosaddek Khan

According to our database, Md. Mosaddek Khan authored at least 32 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DePAint: a decentralized safe multi-agent reinforcement learning algorithm considering peak and average constraints.

Raheeb Hassan, K. M. Shadman Wadith, Md. Mamun-Or-Rashid, Md. Mosaddek Khan

Appl. Intell., April, 2024

Decentralized Cooperation in Heterogeneous Multi-Agent Reinforcement Learning via Graph Neural Network-Based Intrinsic Motivation.

Jahir Sadik Monon, Deeparghya Dutta Barua, Md. Mosaddek Khan

CoRR, 2024

Blind Image Deblurring using FFT-ReLU with Deep Learning Pipeline Integration.

Abdul Mohaimen Al Radi, Prothito Shovon Majumder, Syed Mumtahin Mahmud, Mahdi Mohd Hossain Noki, Md. Haider Ali, Md. Mosaddek Khan

CoRR, 2024

Adaptive Opponent Policy Detection in Multi-Agent MDPs: Real-Time Strategy Switch Identification Using Running Error Estimation.

Mohidul Haque Mridul, Mohammad Foysal Khan, Redwan Ahmed Rizvee, Md. Mosaddek Khan

CoRR, 2024

Reinforcement Learning-Based Formulations With Hamiltonian-Inspired Loss Functions for Combinatorial Optimization Over Graphs.

Redwan Ahmed Rizvee, Raheeb Hassan, Md. Mosaddek Khan

IEEE Access, 2024

2023

A particle swarm inspired approach for continuous distributed constraint optimization problems.

Moumita Choudhury, Amit Sarker, Samin Yaser, Md. Maruf Al Alif Khan, William Yeoh, Md. Mosaddek Khan

Eng. Appl. Artif. Intell., 2023

A Graph Neural Network-Based QUBO-Formulated Hamiltonian-Inspired Loss Function for Combinatorial Optimization using Reinforcement Learning.

Redwan Ahmed Rizvee, Raheeb Hassan, Md. Mosaddek Khan

CoRR, 2023

Understanding the Usage of QUBO-based Hamiltonian Function in Combinatorial Optimization over Graphs: A Discussion Using Max Cut (MC) Problem.

Redwan Ahmed Rizvee, Md. Mosaddek Khan

CoRR, 2023

CrowdSPaFE: A Crowd-Sourced Multimodal Recommendation System for Urban Route Safety.

Syeed Abrar Zaoad, Md. Mamun-Or-Rashid, Md. Mosaddek Khan

IEEE Access, 2023

2022

On evaluation of patrolling and signalling schemes to prevent poaching in green security games.

Dewan Tariq Hasan, Md. Mosaddek Khan, Muhammad Ibrahim, Ibrahem Abdullah Almansour

Intell. Syst. Appl., 2022

An Adaptive Agent-Specific Sub-Optimal Bounding Approach for Multi-Agent Path Finding.

Mustafizur Rahman, Md. Ahasanul Alam, Md Mofijul Islam, Ismat Rahman, Md. Mosaddek Khan, Tariq Iqbal

IEEE Access, 2022

SPaFE: A Crowdsourcing and Multimodal Recommender System to Ensure Travel Safety in a City.

Ekram Hossain, Md. Rezaul Karim, Mir Hasan, Syeed Abrar Zaoad, Tauhid Tanjim, Md. Mosaddek Khan

IEEE Access, 2022

A Simulation Based Online Planning Algorithm for Multi-Agent Cooperative Environments.

Rafid Ameer Mahmud, Fahim Faisal, Saaduddin Mahmud, Md. Mosaddek Khan

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2021

Improving Causal Effect Estimation of Weighted RegressionBased Estimator using Neural Networks.

Plabon Shaha, Talha Islam Zadid, Ismat Rahman, Md. Mosaddek Khan

CoRR, 2021

Learning Cooperation and Online Planning Through Simulation and Graph Convolutional Network.

Rafid Ameer Mahmud, Fahim Faisal, Saaduddin Mahmud, Md. Mosaddek Khan

CoRR, 2021

An Artificial Bee Colony Based Algorithm for Continuous Distributed Constraint Optimization Problems.

K. M. Merajul Arefin, Mashrur Rashik, Saaduddin Mahmud, Md. Mosaddek Khan

CoRR, 2021

Speeding up distributed pseudo-tree optimization procedures with cross edge consistency to solve DCOPs.

Mashrur Rashik, Md. Musfiqur Rahman, Md. Mosaddek Khan, Md. Mamun-Or-Rashid, Long Tran-Thanh, Nicholas R. Jennings

Appl. Intell., 2021

Accelerating Message Passing Operation of GDL-Based Constraint Optimization Algorithms Using Multiprocessing.

Syeed Abrar Zaoad, Tauhid Tanjim, Mir Hasan, Md. Mamun-Or-Rashid, Ibrahem Abdullah Almansour, Md. Mosaddek Khan

Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021

A Local Search Based Approach to Solve Continuous DCOPs.

Amit Sarker, Moumita Choudhury, Md. Mosaddek Khan

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

Accelerating Recursive Partition-Based Causal Structure Learning.

Md. Musfiqur Rahman, Ayman Rasheed, Md. Mosaddek Khan, Mohammad Ali Javidian, Pooyan Jamshidi, Md. Mamun-Or-Rashid

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020

Improving Solution Quality of Bounded Max-Sum Algorithm to Solve DCOPs involving Hard and Soft Constraints.

Md. Musfiqur Rahman, Mashrur Rashik, Md. Mamun-Or-Rashid, Md. Mosaddek Khan

CoRR, 2020

A Particle Swarm Inspired Approach for Continuous Distributed Constraint Optimization Problems.

Moumita Choudhury, Amit Sarker, Md. Mosaddek Khan, William Yeoh

CoRR, 2020

On Population-Based Algorithms for Distributed Constraint Optimization Problems.

Saaduddin Mahmud, Md. Mosaddek Khan, Nicholas R. Jennings

CoRR, 2020

Learning Optimal Temperature Region for Solving Mixed Integer Functional DCOPs.

Saaduddin Mahmud, Md. Mosaddek Khan, Moumita Choudhury, Long Tran-Thanh, Nicholas R. Jennings

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

C-CoCoA: A Continuous Cooperative Constraint Approximation Algorithm to Solve Functional DCOPs.

Amit Sarker, Abdullahil Baki Arif, Moumita Choudhury, Md. Mosaddek Khan

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

AED: An Anytime Evolutionary DCOP Algorithm.

Saaduddin Mahmud, Moumita Choudhury, Md. Mosaddek Khan, Long Tran-Thanh, Nicholas R. Jennings

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

A Particle Swarm Based Algorithm for Functional Distributed Constraint Optimization Problems.

Moumita Choudhury, Saaduddin Mahmud, Md. Mosaddek Khan

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Speeding Up Distributed Pseudo-tree Optimization Procedure with Cross Edge Consistency to Solve DCOPs.

Mashrur Rashik, Md. Musfiqur Rahman, Md. Mamun-Or-Rashid, Md. Mosaddek Khan

CoRR, 2019

2018

A Gray Box Interpretable Visual Debugging Approach for Deep Sequence Learning Model.

Md. Mofijul Islam, Amar Debnath, Tahsin Al Sayeed, Jyotirmay Nag Setu, Md Mahmudur Rahman, Md Sadman Sakib, Md. Abdur Razzaque, Md. Mosaddek Khan, Swakkhar Shatabda

CoRR, 2018

Speeding Up GDL-Based Message Passing Algorithms for Large-Scale DCOPs.

Md. Mosaddek Khan, Long Tran-Thanh, Sarvapali D. Ramchurn, Nicholas R. Jennings

Comput. J., 2018

A Near-Optimal Node-to-Agent Mapping Heuristic for GDL-Based DCOP Algorithms in Multi-Agent Systems.

Md. Mosaddek Khan, Long Tran-Thanh, William Yeoh, Nicholas R. Jennings

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

A Generic Domain Pruning Technique for GDL-Based DCOP Algorithms in Cooperative Multi-Agent Systems.

Md. Mosaddek Khan, Long Tran-Thanh, Nicholas R. Jennings

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018