Deep Reinforcement Learning That Matters

Peter Henderson, Riashat Islam, Philip Bachman, +3

Proceedings of the AAAI Conference on Artificial Intelligence

Artificial IntelligenceLarge Ai ModelEngineeringMachine LearningData Science +10

An Introduction to Deep Reinforcement Learning

Vincent François-Lavet, Peter Henderson, Riashat Islam, +2

Foundations and Trends® in Machine Learning

Deep Bayesian Active Learning with Image Data

Yarin Gal, Riashat Islam, Zoubin Ghahramani

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningMachine Learning ToolBayesian Inference +14

Deep Reinforcement Learning that Matters

Peter Henderson, Riashat Islam, Philip Bachman, +3

arXiv (Cornell University)

Artificial IntelligenceLarge Ai ModelEngineeringMachine LearningData Science +10

Reproducibility of Benchmarked Deep Reinforcement Learning Tasks for Continuous Control

Riashat Islam, Peter Henderson, Maziar Gomrokchi, +1

arXiv (Cornell University)

Artificial IntelligenceModel OptimizationPolicy GradientsEngineeringMachine Learning +13

Alzheimer's Disease and Dementia Detection from 3D Brain MRI Data Using Deep Convolutional Neural Networks

Hidayat Ullah, ZishanAhmed Onik, Riashat Islam, +1

Convolutional Neural NetworkMedical Image SegmentationEngineeringAutoencodersImage Classification +20

InfoBot: Transfer and Exploration via the Information Bottleneck

Anirudh Goyal, Riashat Islam, Daniel Strouse, +5

arXiv (Cornell University)

Artificial IntelligenceInformation BottleneckCognitive ScienceInteractive Machine LearningInformation Retrieval +13

InfoBot: Transfer and Exploration via the Information Bottleneck

Anirudh Goyal, Riashat Islam, Daniel Strouse, +5

arXiv (Cornell University)

Artificial IntelligenceInteractive Machine LearningInformation RetrievalEngineeringInteractive Search +5

RE-EVALUATE: Reproducibility in Evaluating Reinforcement Learning Algorithms

Khimya Khetarpal, Zafarali Ahmed, Andre Cianflone, +2

Artificial IntelligenceEngineeringDeep Reinforcement LearningData ScienceSequential Decision Making +2

Bayesian Hypernetworks

David Krueger, Chin-Wei Huang, Riashat Islam, +3

arXiv (Cornell University)