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Aldo Faisal

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Bag of Policies for Distributional Deep Exploration

Aug 03, 2023
Asen Nachkov, Luchen Li, Giulia Luise, Filippo Valdettaro, Aldo Faisal

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Breaking Bad News in the Era of Artificial Intelligence and Algorithmic Medicine: An Exploration of Disclosure and its Ethical Justification using the Hedonic Calculus

Jun 23, 2022
Benjamin Post, Cosmin Badea, Aldo Faisal, Stephen J. Brett

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CNNATT: Deep EEG & fNIRS Real-Time Decoding of bimanual forces

Mar 23, 2021
Pablo Ortega, Tong Zhao, Aldo Faisal

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Model-Agnostic Meta-Learning for EEG Motor Imagery Decoding in Brain-Computer-Interfacing

Mar 10, 2021
Denghao Li, Pablo Ortega, Xiaoxi Wei, Aldo Faisal

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HemCNN: Deep Learning enables decoding of fNIRS cortical signals in hand grip motor tasks

Mar 09, 2021
Pablo Ortega, Aldo Faisal

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Deep Real-Time Decoding of bimanual grip force from EEG & fNIRS

Mar 09, 2021
Pablo Ortega, Tong Zhao, Aldo Faisal

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Action Grammars: A Cognitive Model for Learning Temporal Abstractions

Jul 29, 2019
Robert Tjarko Lange, Aldo Faisal

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RLOC: Neurobiologically Inspired Hierarchical Reinforcement Learning Algorithm for Continuous Control of Nonlinear Dynamical Systems

Mar 07, 2019
Ekaterina Abramova, Luke Dickens, Daniel Kuhn, Aldo Faisal

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Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning

Jan 15, 2019
Xuefeng Peng, Yi Ding, David Wihl, Omer Gottesman, Matthieu Komorowski, Li-wei H. Lehman, Andrew Ross, Aldo Faisal, Finale Doshi-Velez

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Representation Balancing MDPs for Off-Policy Policy Evaluation

Oct 31, 2018
Yao Liu, Omer Gottesman, Aniruddh Raghu, Matthieu Komorowski, Aldo Faisal, Finale Doshi-Velez, Emma Brunskill

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