Haque Ishfaq

According to our database, Haque Ishfaq authored at least 6 papers between 2019 and 2025.

Collaborative distances:

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

2025

Langevin Soft Actor-Critic: Efficient Exploration through Uncertainty-Driven Critic Learning.

Haque Ishfaq, Guangyuan Wang, Sami Nur Islam, Doina Precup

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

More Efficient Randomized Exploration for Reinforcement Learning via Approximate Sampling.

Haque Ishfaq, Yixin Tan, Yu Yang, Qingfeng Lan, Jianfeng Lu, A. Rupam Mahmood, Doina Precup, Pan Xu

RLJ, 2024

Offline Multitask Representation Learning for Reinforcement Learning.

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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 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

Proceedings of the Twelfth International Conference on Learning Representations, 2024

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

Proceedings of the 38th International Conference on Machine Learning, 2021

2019

Heuristics for Interpretable Knowledge Graph Contextualization.

Kshitij P. Fadnis, Kartik Talamadupula, Pavan Kapanipathi, Haque Ishfaq, Salim Roukos, Achille Fokoue

CoRR, 2019