| The k-means Algorithm: A Comprehensive Survey and Performance Evaluation M Ahmed, R Seraj, SMS Islam Electronics 9 (8), 1295, 2020 | 1039 | 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 | 85 | 2020 |
| Reinforcement Learning for Mean-field Teams J Subramanian, R Seraj, A Mahajan AMAS Workshop on Adaptive and Learning Agents, 2019 | 10 | 2019 |
| 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 | 7 | 2019 |
| Tsetlin Machine for Solving Contextual Bandit Problems R Seraj, J Sharma, OC Granmo 36th Conference on Neural Information Processing Systems (NeurIPS 2022)., 2022 | 5 | 2022 |
| Concept drift for big data R Seraj, M Ahmed Combating Security Challenges in the Age of Big Data: Powered by State-of …, 2020 | 4 | 2020 |
| Autocast++: Enhancing world event prediction with zero-shot ranking-based context retrieval Q Yan, R Seraj, J He, L Meng, T Sylvain arXiv preprint arXiv:2310.01880, 2023 | 3 | 2023 |
| Learning in the presence of partial observability and concept drifts R Seraj McGill University, 2019 | 3 | 2019 |
| Agent-centric state discovery for finite-memory POMDPs L Wu, B Evans, R Islam, R Seraj, Y Efroni, A Lamb | 2 | 2023 |
| PcLast: Discovering Plannable Continuous Latent States A Koul, S Sujit, S Chen, B Evans, L Wu, B Xu, R Chari, R Islam, R Seraj, ... arXiv preprint arXiv:2311.03534, 2023 | 1 | 2023 |
| 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 App. 18/438,864, 2024 | | 2024 |
| 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 |
| Handling concept drift in Wi-Fi-based localization LIU Qianyu, N Ghourchian, MA Martinez, R Seraj US Patent 11,902,857, 2024 | | 2024 |
| Mean-field approximation for large-population beauty-contest games R Seraj, J Le Ny, A Mahajan 2021 60th IEEE Conference on Decision and Control (CDC), 5233-5238, 2021 | | 2021 |
| Classification of Malignant and Benign tissue with Logistic Regression R Seraj, RBH Rezanur, MA Hasib Department of Electrical and Electronic Engineering, Islamic University of …, 2015 | | 2015 |
| Dynamic Estimation of Mental Workload and Operator Accuracy in Human Automation Teams R Seraj, A Mahajan, J Le Ny | | |
| HANDLING CONCEPT DRIFT IN WIFI-BASED INDOOR LOCALIZATION USING REPRESENTATION LEARNING R Seraj, N Ghourchian, M Allegue-Martinez | | |
Mohiuddin AhmedSenior Lecturer of Computing & Security at Edith Cowan University, IEEE Senior MemberVerified email at ecu.edu.au
