Islam, Riashat

Deep Reinforcement Learning That Matters

Henderson, P., Islam, R., Bachman, P., Pineau, J., Precup, D., & Meger, D. (2018) · Proceedings of the AAAI Conference on Artificial Intelligence

Reinforcement Learning in RoboticsScientific Computing and Data Management

Cited by 1,685

Deep Bayesian Active Learning with Image Data

Gal, Y., Islam, R., & Ghahramani, Z. (2017) · arXiv

Machine Learning and AlgorithmsAdvanced Bandit Algorithms Research

Cited by 900

An introduction to deep reinforcement learning

François-Lavet, V., Henderson, P., Islam, R., Bellemare, M. G., & Pineau, J. (2018) · now publishers, Inc. eBooks

Reinforcement Learning in RoboticsAdvanced Bandit Algorithms Research

Cited by 544

Reproducibility of Benchmarked Deep Reinforcement Learning Tasks for Continuous Control

Islam, R., Henderson, P., Gomrokchi, M., & Precup, D. (2017) · arXiv

Reinforcement Learning in RoboticsAdaptive Dynamic Programming Control

Cited by 177

Guaranteed Discovery of Control-Endogenous Latent States with Multi-Step Inverse Models

Lamb, A., Islam, R., Efroni, Y., Didolkar, A., Misra, D., Foster, D., Molu, L., Chari, R., Krishnamurthy, A., & Langford, J. (2022) · arXiv

Reinforcement Learning in RoboticsAI-based Problem Solving and Planning

Cited by 1