Raihan Seraj

According to our database, Raihan Seraj authored at least 8 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Generalizing Multi-Step Inverse Models for Representation Learning to Finite-Memory POMDPs.

Lili Wu, Ben Evans, Riashat Islam, Raihan Seraj, Yonathan Efroni, Alex Lamb

CoRR, 2024

PcLast: Discovering Plannable Continuous Latent States.

Anurag Koul, Shivakanth Sujit, Shaoru Chen, Ben Evans, Lili Wu, Byron Xu, Rajan Chari, Riashat Islam, Raihan Seraj, Yonathan Efroni, Lekan P. Molu, Miroslav Dudík, John Langford, Alex Lamb

Proceedings of the Forty-first International Conference on Machine Learning, 2024

AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context Retrieval.

Qi Yan, Raihan Seraj, Jiawei He, Lili Meng, Tristan Sylvain

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2022

Approximate Information State for Approximate Planning and Reinforcement Learning in Partially Observed Systems.

Jayakumar Subramanian, Amit Sinha, Raihan Seraj, Aditya Mahajan

J. Mach. Learn. Res., 2022

Tsetlin Machine for Solving Contextual Bandit Problems.

Raihan Seraj, Jivitesh Sharma, Ole-Christoffer Granmo

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Mean-field approximation for large-population beauty-contest games.

Raihan Seraj, Jerome Le Ny, Aditya Mahajan

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2019

Doubly Robust Off-Policy Actor-Critic Algorithms for Reinforcement Learning.

Riashat Islam, Raihan Seraj, Samin Yeasar Arnob, Doina Precup

CoRR, 2019

Entropy Regularization with Discounted Future State Distribution in Policy Gradient Methods.

Riashat Islam, Raihan Seraj, Pierre-Luc Bacon, Doina Precup

CoRR, 2019