ML Anthology

Ishfaq, Haque

4 publications

ICLR 2025 Langevin Soft Actor-Critic: Efficient Exploration Through Uncertainty-Driven Critic Learning Haque Ishfaq, Guangyuan Wang, Sami Nur Islam, Doina Precup
NeurIPS 2024 Offline Multitask Representation Learning for Reinforcement Learning Haque Ishfaq, Thanh Nguyen-Tang, Songtao Feng, Raman Arora, Mengdi Wang, Ming Yin, Doina Precup
ICLR 2024 Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo Haque Ishfaq, Qingfeng Lan, Pan Xu, A. Rupam Mahmood, Doina Precup, Anima Anandkumar, Kamyar Azizzadenesheli
ICML 2021 Randomized Exploration in Reinforcement Learning with General Value Function Approximation Haque Ishfaq, Qiwen Cui, Viet Nguyen, Alex Ayoub, Zhuoran Yang, Zhaoran Wang, Doina Precup, Lin Yang