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Raihan Seraj
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Year
The k-means Algorithm: A Comprehensive Survey and Performance Evaluation
M Ahmed, R Seraj, SMS Islam
Electronics 9 (8), 1295, 2020
9012020
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
772020
Reinforcement Learning for Mean-field Teams
J Subramanian, R Seraj, A Mahajan
AMAS Workshop on Adaptive and Learning Agents, 2019
102019
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
62019
Tsetlin Machine for Solving Contextual Bandit Problems
R Seraj, J Sharma, OC Granmo
36th Conference on Neural Information Processing Systems (NeurIPS 2022)., 2022
52022
Concept drift for big data
R Seraj, M Ahmed
Combating Security Challenges in the Age of Big Data: Powered by State-of …, 2020
42020
Learning in the presence of partial observability and concept drifts
R Seraj
McGill University, 2019
32019
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
22023
Agent-centric state discovery for finite-memory POMDPs
L Wu, B Evans, R Islam, R Seraj, Y Efroni, A Lamb
22023
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
12023
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
12019
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
HANDLING CONCEPT DRIFT IN WIFI-BASED INDOOR LOCALIZATION USING REPRESENTATION LEARNING
R Seraj, N Ghourchian, M Allegue-Martinez
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Articles 1–16