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Haque Ishfaq — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Haque Ishfaq
7
papers ·
21
citations ·
4
h-index
McGill University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo
2023 · 5 citations
Randomized Exploration for Reinforcement Learning with General Value Function Approximation
2021 · 3 citations
More Efficient Randomized Exploration for Reinforcement Learning via Approximate Sampling
2024 · 1 citations
Optimistic Actor-Critic with Parametric Policies for Linear Markov Decision Processes
2026
Langevin Soft Actor-Critic: Efficient Exploration through Uncertainty-Driven Critic Learning
2025
Offline Multitask Representation Learning for Reinforcement Learning
2024
Top co-authors
Doina Precup
· 5
A. Rupam Mahmood
· 2
Pan Xu
· 2
Qingfeng Lan
· 2
Alex Ayoub
· 1
Anima Anandkumar
· 1
Csaba Szepesvari
· 1
Guangyuan Wang
· 1
Jianfeng Lu
· 1
Kamyar Azizzadenesheli
· 1
Kevin Tan
· 1
Lin F. Yang
· 1
Topics
Exploration
Value-Based
Policy Gradient
Model-Based RL
Game AI
Offline RL
Meta-RL