Riashat Islam

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Advanced Bandit Algorithms Research, Smart Grid Energy Management, Machine Learning and Data Classification, Adversarial Robustness in Machine Learning

Most-Cited Works

• → Deep Reinforcement Learning That Matters(2018)1,461 cited
• → An Introduction to Deep Reinforcement Learning(2018)1,218 cited
• → Deep Bayesian Active Learning with Image Data(2017)577 cited
• → Reproducibility of Benchmarked Deep Reinforcement Learning Tasks for Continuous Control(2017)185 cited
• → Alzheimer's Disease and Dementia Detection from 3D Brain MRI Data Using Deep Convolutional Neural Networks(2018)53 cited
• → InfoBot: Transfer and Exploration via the Information Bottleneck(2019)46 cited
• RE-EVALUATE: Reproducibility in Evaluating Reinforcement Learning Algorithms(2018)