Md. Mosaddek Khan

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 36

Top Topics

Solution Quality

Constraint Optimization

Top Venues

Publications

Raheeb Hassan, K. M. Shadman Wadith, Md. Mamun-Or-Rashid, Md. Mosaddek Khan
DePAint: a decentralized safe multi-agent reinforcement learning algorithm considering peak and average constraints. Appl. Intell. 54 (8) (2024)
Abdul Mohaimen Al Radi, Prothito Shovon Majumder, Syed Mumtahin Mahmud, Mahdi Mohd Hossain Noki, Md. Haider Ali, Md. Mosaddek Khan
Blind Image Deblurring using FFT-ReLU with Deep Learning Pipeline Integration. CoRR (2024)
Mohidul Haque Mridul, Mohammad Foysal Khan, Redwan Ahmed Rizvee, Md. Mosaddek Khan
Adaptive Opponent Policy Detection in Multi-Agent MDPs: Real-Time Strategy Switch Identification Using Running Error Estimation. CoRR (2024)
Redwan Ahmed Rizvee, Md. Mosaddek Khan
Understanding the Usage of QUBO-based Hamiltonian Function in Combinatorial Optimization over Graphs: A Discussion Using Max Cut (MC) Problem. CoRR (2023)
Moumita Choudhury, Amit Sarker, Samin Yaser, Md. Maruf Al Alif Khan, William Yeoh, Md. Mosaddek Khan
A particle swarm inspired approach for continuous distributed constraint optimization problems. Eng. Appl. Artif. Intell. 123 (Part B) (2023)
Raheeb Hassan, K. M. Shadman Wadith, Md. Mamun Or Rashid, Md. Mosaddek Khan
DePAint: A Decentralized Safe Multi-Agent Reinforcement Learning Algorithm considering Peak and Average Constraints. CoRR (2023)
Redwan Ahmed Rizvee, Raheeb Hassan, Md. Mosaddek Khan
A Graph Neural Network-Based QUBO-Formulated Hamiltonian-Inspired Loss Function for Combinatorial Optimization using Reinforcement Learning. CoRR (2023)
Syeed Abrar Zaoad, Md. Mamun-Or-Rashid, Md. Mosaddek Khan
CrowdSPaFE: A Crowd-Sourced Multimodal Recommendation System for Urban Route Safety. IEEE Access 11 (2023)
Mustafizur Rahman, Md. Ahasanul Alam, Md Mofijul Islam, Ismat Rahman, Md. Mosaddek Khan, Tariq Iqbal
An Adaptive Agent-Specific Sub-Optimal Bounding Approach for Multi-Agent Path Finding. IEEE Access 10 (2022)
Dewan Tariq Hasan, Md. Mosaddek Khan, Muhammad Ibrahim, Ibrahem Abdullah Almansour
On evaluation of patrolling and signalling schemes to prevent poaching in green security games. Intell. Syst. Appl. 14 (2022)
Rafid Ameer Mahmud, Fahim Faisal, Saaduddin Mahmud, Md. Mosaddek Khan
A Simulation Based Online Planning Algorithm for Multi-Agent Cooperative Environments. AAMAS (2022)
Ekram Hossain, Md. Rezaul Karim, Mir Hasan, Syeed Abrar Zaoad, Tauhid Tanjim, Md. Mosaddek Khan
SPaFE: A Crowdsourcing and Multimodal Recommender System to Ensure Travel Safety in a City. IEEE Access 10 (2022)
Md. Musfiqur Rahman, Ayman Rasheed, Md. Mosaddek Khan, Mohammad Ali Javidian, Pooyan Jamshidi, Md. Mamun-Or-Rashid
Accelerating Recursive Partition-Based Causal Structure Learning. CoRR (2021)
Rafid Ameer Mahmud, Fahim Faisal, Saaduddin Mahmud, Md. Mosaddek Khan
Learning Cooperation and Online Planning Through Simulation and Graph Convolutional Network. CoRR (2021)
K. M. Merajul Arefin, Mashrur Rashik, Saaduddin Mahmud, Md. Mosaddek Khan
An Artificial Bee Colony Based Algorithm for Continuous Distributed Constraint Optimization Problems. CoRR (2021)
Md. Musfiqur Rahman, Ayman Rasheed, Md. Mosaddek Khan, Mohammad Ali Javidian, Pooyan Jamshidi, Md. Mamun-Or-Rashid
Accelerating Recursive Partition-Based Causal Structure Learning. AAMAS (2021)
Mashrur Rashik, Md. Musfiqur Rahman, Md. Mosaddek Khan, Md. Mamun-Or-Rashid, Long Tran-Thanh, Nicholas R. Jennings
Speeding up distributed pseudo-tree optimization procedures with cross edge consistency to solve DCOPs. Appl. Intell. 51 (3) (2021)
Syeed Abrar Zaoad, Tauhid Tanjim, Mir Hasan, Md. Mamun-Or-Rashid, Ibrahem Abdullah Almansour, Md. Mosaddek Khan
Accelerating Message Passing Operation of GDL-Based Constraint Optimization Algorithms Using Multiprocessing. ISPA/BDCloud/SocialCom/SustainCom (2021)
Amit Sarker, Moumita Choudhury, Md. Mosaddek Khan
A Local Search Based Approach to Solve Continuous DCOPs. AAMAS (2021)
Plabon Shaha, Talha Islam Zadid, Ismat Rahman, Md. Mosaddek Khan
Improving Causal Effect Estimation of Weighted RegressionBased Estimator using Neural Networks. CoRR (2021)
Amit Sarker, Abdullahil Baki Arif, Moumita Choudhury, Md. Mosaddek Khan
C-CoCoA: A Continuous Cooperative Constraint Approximation Algorithm to Solve Functional DCOPs. AAMAS (2020)
Saaduddin Mahmud, Moumita Choudhury, Md. Mosaddek Khan, Long Tran-Thanh, Nicholas R. Jennings
AED: An Anytime Evolutionary DCOP Algorithm. AAMAS (2020)
Md. Musfiqur Rahman, Mashrur Rashik, Md. Mamun-Or-Rashid, Md. Mosaddek Khan
Improving Solution Quality of Bounded Max-Sum Algorithm to Solve DCOPs involving Hard and Soft Constraints. CoRR (2020)
Moumita Choudhury, Amit Sarker, Md. Mosaddek Khan, William Yeoh
A Particle Swarm Inspired Approach for Continuous Distributed Constraint Optimization Problems. CoRR (2020)
Amit Sarker, Abdullahil Baki Arif, Moumita Choudhury, Md. Mosaddek Khan
C-CoCoA: A Continuous Cooperative Constraint Approximation Algorithm to Solve Functional DCOPs. CoRR (2020)
Saaduddin Mahmud, Md. Mosaddek Khan, Moumita Choudhury, Long Tran-Thanh, Nicholas R. Jennings
Learning Optimal Temperature Region for Solving Mixed Integer Functional DCOPs. CoRR (2020)
Saaduddin Mahmud, Md. Mosaddek Khan, Nicholas R. Jennings
On Population-Based Algorithms for Distributed Constraint Optimization Problems. CoRR (2020)
Saaduddin Mahmud, Md. Mosaddek Khan, Moumita Choudhury, Long Tran-Thanh, Nicholas R. Jennings
Learning Optimal Temperature Region for Solving Mixed Integer Functional DCOPs. IJCAI (2020)
Moumita Choudhury, Saaduddin Mahmud, Md. Mosaddek Khan
A Particle Swarm Based Algorithm for Functional Distributed Constraint Optimization Problems. AAAI (2020)
Saaduddin Mahmud, Moumita Choudhury, Md. Mosaddek Khan, Long Tran-Thanh, Nicholas R. Jennings
AED: An Anytime Evolutionary DCOP Algorithm. CoRR (2019)
Moumita Choudhury, Saaduddin Mahmud, Md. Mosaddek Khan
A Particle Swarm Based Algorithm for Functional Distributed Constraint Optimization Problems. CoRR (2019)
Mashrur Rashik, Md. Musfiqur Rahman, Md. Mamun-Or-Rashid, Md. Mosaddek Khan
Speeding Up Distributed Pseudo-tree Optimization Procedure with Cross Edge Consistency to Solve DCOPs. CoRR (2019)
Md. Mosaddek Khan, Long Tran-Thanh, Nicholas R. Jennings
A Generic Domain Pruning Technique for GDL-Based DCOP Algorithms in Cooperative Multi-Agent Systems. AAMAS (2018)
Md. Mosaddek Khan, Long Tran-Thanh, Sarvapali D. Ramchurn, Nicholas R. Jennings
Speeding Up GDL-Based Message Passing Algorithms for Large-Scale DCOPs. Comput. J. 61 (11) (2018)
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
A Gray Box Interpretable Visual Debugging Approach for Deep Sequence Learning Model. CoRR (2018)
Md. Mosaddek Khan, Long Tran-Thanh, William Yeoh, Nicholas R. Jennings
A Near-Optimal Node-to-Agent Mapping Heuristic for GDL-Based DCOP Algorithms in Multi-Agent Systems. AAMAS (2018)