Author

Limon Bin Hossain

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#artificial intelligence Preprint Sep 2026

CoRe-MARL: Cooperative Redistribution Under Unknown Dynamics Using Recurrent Multi-Agent Reinforcement Learning

This study develops CoRe-MARL, a cooperative multi-agent reinforcement learning (MARL) framework, by formulating a decentralized partially observable Markov decision process (Dec-POMDP), and finds that MAPPO reduces the service gap across local centers and enhances service for the worst-served center while maintaining...

Naimur Rahman Chowdhury, Shatabdi Sen Prapti, Md. Salehin Seyam et al. · 0 citations

#artificial intelligence Preprint Aug 2026

A Deep Learning-Based Stacking Ensemble Framework for Turbofan Engine Remaining Useful Life Prediction

A two-level stacking ensemble framework for Remaining Useful Life prediction of turbofan engines, evaluated on the NASA C-MAPSS benchmark using the FD001 and FD003 subsets, demonstrates the efficacy of stacking ensemble methods for prognostics and health management in safety-critical aerospace applications.

Limon Bin Hossain, Md. Salehin Seyam, Md. Rashedul Islam et al. · 0 citations