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Raihan Seraj — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Raihan Seraj
4
papers ·
22
citations ·
5
h-index
McGill University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Approximate information state for approximate planning and reinforcement learning in partially observed systems
2020 · 15 citations
Entropy Regularization with Discounted Future State Distribution in Policy Gradient Methods
2019 · 7 citations
Doubly Robust Off-Policy Actor-Critic Algorithms for Reinforcement Learning
2019
Generalizing Multi-Step Inverse Models for Representation Learning to Finite-Memory POMDPs
2024
Top co-authors
Riashat Islam
· 3
Doina Precup
· 2
Aditya Mahajan
· 1
Alex Lamb
· 1
Amit Kumar Sinha
· 1
Ben Evans
· 1
Jayakumar Subramanian
· 1
Lili Wu
· 1
Pierre-Luc Bacon
· 1
Samin Yeasar Arnob
· 1
Yonathan Efroni
· 1
Topics
Policy Gradient
Exploration
Model-Based RL
Value-Based
Safe RL
Offline RL
Meta-RL