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Haque Ishfaq

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Offline Multitask Representation Learning for Reinforcement Learning

Mar 18, 2024
Haque Ishfaq, Thanh Nguyen-Tang, Songtao Feng, Raman Arora, Mengdi Wang, Ming Yin, Doina Precup

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Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo

May 29, 2023
Haque Ishfaq, Qingfeng Lan, Pan Xu, A. Rupam Mahmood, Doina Precup, Anima Anandkumar, Kamyar Azizzadenesheli

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Randomized Exploration for Reinforcement Learning with General Value Function Approximation

Jun 15, 2021
Haque Ishfaq, Qiwen Cui, Viet Nguyen, Alex Ayoub, Zhuoran Yang, Zhaoran Wang, Doina Precup, Lin F. Yang

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Heuristics for Interpretable Knowledge Graph Contextualization

Nov 05, 2019
Kshitij Fadnis, Kartik Talamadupula, Pavan Kapanipathi, Haque Ishfaq, Salim Roukos, Achille Fokoue

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TVAE: Triplet-Based Variational Autoencoder using Metric Learning

Apr 03, 2018
Haque Ishfaq, Assaf Hoogi, Daniel Rubin

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