Raihan Seraj

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Bandit Problems

Exploration Exploitation

Reinforcement Learning

Top Venues

J. Mach. Learn. Res.

Publications

Qi Yan, Raihan Seraj, Jiawei He, Lili Meng, Tristan Sylvain
AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context Retrieval. ICLR (2024)
Lili Wu, Ben Evans, Riashat Islam, Raihan Seraj, Yonathan Efroni, Alex Lamb
Generalizing Multi-Step Inverse Models for Representation Learning to Finite-Memory POMDPs. CoRR (2024)
Qi Yan, Raihan Seraj, Jiawei He, Lili Meng, Tristan Sylvain
AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context Retrieval. CoRR (2023)
Anurag Koul, Shivakanth Sujit, Shaoru Chen, Ben Evans, Lili Wu, Byron Xu, Rajan Chari, Riashat Islam, Raihan Seraj, Yonathan Efroni, Lekan P. Molu, Miro Dudík, John Langford, Alex Lamb
PcLast: Discovering Plannable Continuous Latent States. CoRR (2023)
Jayakumar Subramanian, Amit Sinha, Raihan Seraj, Aditya Mahajan
Approximate Information State for Approximate Planning and Reinforcement Learning in Partially Observed Systems. J. Mach. Learn. Res. 23 (2022)
Raihan Seraj, Jivitesh Sharma, Ole-Christoffer Granmo
Tsetlin Machine for Solving Contextual Bandit Problems. NeurIPS (2022)
Raihan Seraj, Jivitesh Sharma, Ole-Christoffer Granmo
Tsetlin Machine for Solving Contextual Bandit Problems. CoRR (2022)
Raihan Seraj, Jerome Le Ny, Aditya Mahajan
Mean-field approximation for large-population beauty-contest games. CDC (2021)
Jayakumar Subramanian, Amit Sinha, Raihan Seraj, Aditya Mahajan
Approximate information state for approximate planning and reinforcement learning in partially observed systems. CoRR (2020)
Riashat Islam, Raihan Seraj, Samin Yeasar Arnob, Doina Precup
Doubly Robust Off-Policy Actor-Critic Algorithms for Reinforcement Learning. CoRR (2019)
Riashat Islam, Raihan Seraj, Pierre-Luc Bacon, Doina Precup
Entropy Regularization with Discounted Future State Distribution in Policy Gradient Methods. CoRR (2019)