Riashat Islam

Deep Reinforcement Learning That Matters

Peter Henderson, Riashat Islam, Philip Bachman et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 1.4K citations · Full text

Artificial Intelligence, Large Ai Model, Engineering +12

An Introduction to Deep Reinforcement Learning

Vincent François-Lavet, Peter Henderson, Riashat Islam et al. · Foundations and Trends® in Machine Learning · 2018 · 1.2K citations · Full text

Deep Bayesian Active Learning with Image Data

Yarin Gal, Riashat Islam, Zoubin Ghahramani · arXiv (Cornell University) · 2017 · 576 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Deep Reinforcement Learning that Matters

Peter Henderson, Riashat Islam, Philip Bachman et al. · arXiv (Cornell University) · 2017 · 363 citations · Full text

Artificial Intelligence, Large Ai Model, Engineering +12

Reproducibility of Benchmarked Deep Reinforcement Learning Tasks for Continuous Control

Riashat Islam, Peter Henderson, Maziar Gomrokchi et al. · arXiv (Cornell University) · 2017 · 185 citations · Full text

Artificial Intelligence, Model Optimization, Policy Gradients +15