| The k-means Algorithm: A Comprehensive Survey and Performance Evaluation M Ahmed, R Seraj, SMS Islam Electronics 9 (8), 1295, 2020 | 2162 | 2020 |
| Approximate information state for approximate planning and reinforcement learning in partially observed systems J Subramanian, A Sinha, R Seraj, A Mahajan Journal of Machine Learning Research (JMLR), 2020 | 155 | 2020 |
| Tsetlin Machine for Solving Contextual Bandit Problems R Seraj, J Sharma, OC Granmo 36th Conference on Neural Information Processing Systems (NeurIPS 2022)., 2022 | 21 | 2022 |
| Autocast++: Enhancing world event prediction with zero-shot ranking-based context retrieval Q Yan, R Seraj, J He, L Meng, T Sylvain ICLR 2024, 2023 | 14 | 2023 |
| Entropy Regularization with Discounted Future State Distribution in Policy Gradient Methods R Islam, R Seraj, PL Bacon, D Precup NeurIPS 2019 Workshop on Optimization Foundations for Reinforcement Learning, 2019 | 11 | 2019 |
| Reinforcement Learning for Mean-field Teams J Subramanian, R Seraj, A Mahajan AMAS Workshop on Adaptive and Learning Agents, 2019 | 10 | 2019 |
| Concept drift for big data R Seraj, M Ahmed Combating Security Challenges in the Age of Big Data: Powered by State-of …, 2020 | 6 | 2020 |
| Learning in the presence of partial observability and concept drifts R Seraj McGill University, 2019 | 3 | 2019 |
| PcLast: Discovering plannable continuous latent states A Koul, S Sujit, S Chen, B Evans, L Wu, B Xu, R Chari, R Islam, R Seraj, ... Proceedings of the 41st International Conference on Machine Learning, (ICML …, 2023 | 2 | 2023 |
| Agent-centric state discovery for finite-memory POMDPs L Wu, B Evans, R Islam, R Seraj, Y Efroni, A Lamb | 2 | 2023 |
| Neural network for event prediction Q Yan, R Seraj, J He, L Meng, T SYLVAIN US Patent App. 18/892,241, 2025 | 1 | 2025 |
| Contextual bandits with entropy-based human feedback R Seraj, L Meng, T Sylvain arXiv preprint arXiv:2502.08759, 2025 | 1 | 2025 |
| Doubly Robust Off-Policy Actor Critic Algorithms for Reinforcement Learning R Islam, R Seraj, SY Arnob, D Precup NeurIPS 2019 Workshop on Safety and Robustness in Decision Making, 2019 | 1 | 2019 |
| Handling concept drift in Wi-Fi-based localization LIU Qianyu, N Ghourchian, MA Martinez, R Seraj US Patent 12,520,107, 2026 | | 2026 |
| Training a reinforcement learning machine learning model T SYLVAIN, R Seraj, L Meng US Patent App. 19/042,673, 2025 | | 2025 |
| Paris: A Decentralized Trained Open-Weight Diffusion Model Z Jiang, R Seraj, M Villagra, B Roy arXiv preprint arXiv:2510.03434, 2025 | | 2025 |
| Dynamic Estimation of Mental Workload and Operator Accuracy for Time-Constrained Binary Classification Tasks R Seraj, A Mahajan, J Le Ny IEEE Transactions on Human-Machine Systems, 2025 | | 2025 |
| Fatigue and task load dependent decision referrals for joint binary classification in human-automation teams R Seraj, J Le Ny, A Mahajan IEEE Control Systems Letters, 2025 | | 2025 |
| Dynamic modeling of mental workload and fatigue-aware decision referrals in human-automation teams R Seraj McGill University, 2025 | | 2025 |
| Generalizing Multi-Step Inverse Models for Representation Learning to Finite-Memory POMDPs L Wu, B Evans, R Islam, R Seraj, Y Efroni, A Lamb arXiv preprint arXiv:2404.14552, 2024 | | 2024 |
Mohiuddin AhmedAssociate Professor in Cyber Security at Adelaide University, IEEE Senior MemberVerified email at adelaide.edu.au
