Aldo Faisal

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 16

Top Topics

Eligibility Traces

Reinforcement Learning

Top Venues

Publications

Benjamin Post, Cosmin Badea, Aldo Faisal, Stephen J. Brett
Breaking bad news in the era of artificial intelligence and algorithmic medicine: an exploration of disclosure and its ethical justification using the hedonic calculus. AI Ethics 3 (4) (2023)
Benjamin Post, Cosmin Badea, Aldo Faisal, Stephen J. Brett
Breaking Bad News in the Era of Artificial Intelligence and Algorithmic Medicine: An Exploration of Disclosure and its Ethical Justification using the Hedonic Calculus. CoRR (2022)
Pablo Ortega, Tong Zhao, Aldo Faisal
CNNATT: Deep EEG & fNIRS Real-Time Decoding of bimanual forces. CoRR (2021)
Denghao Li, Pablo Ortega, Xiaoxi Wei, Aldo Faisal
Model-Agnostic Meta-Learning for EEG Motor Imagery Decoding in Brain-Computer-Interfacing. CoRR (2021)
Pablo Ortega, Tong Zhao, Aldo Faisal
Deep Real-Time Decoding of bimanual grip force from EEG & fNIRS. NER (2021)
Denghao Li, Pablo Ortega, Xiaoxi Wei, Aldo Faisal
Model-Agnostic Meta-Learning for EEG Motor Imagery Decoding in Brain-Computer-Interfacing. NER (2021)
Pablo Ortega, Aldo Faisal
HemCNN: Deep Learning enables decoding of fNIRS cortical signals in hand grip motor tasks. NER (2021)
Pablo Ortega, Aldo Faisal
HemCNN: Deep Learning enables decoding of fNIRS cortical signals in hand grip motor tasks. CoRR (2021)
Ekaterina Abramova, Luke Dickens, Daniel Kuhn, Aldo Faisal
RLOC: Neurobiologically Inspired Hierarchical Reinforcement Learning Algorithm for Continuous Control of Nonlinear Dynamical Systems. CoRR (2019)
Robert Tjarko Lange, Aldo Faisal
Action Grammars: A Cognitive Model for Learning Temporal Abstractions. CoRR (2019)
Xuefeng Peng, Yi Ding, David Wihl, Omer Gottesman, Matthieu Komorowski, Li-Wei H. Lehman, Andrew Slavin Ross, Aldo Faisal, Finale Doshi-Velez
Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning. CoRR (2019)
Aniruddh Raghu, Omer Gottesman, Yao Liu, Matthieu Komorowski, Aldo Faisal, Finale Doshi-Velez, Emma Brunskill
Behaviour Policy Estimation in Off-Policy Policy Evaluation: Calibration Matters. CoRR (2018)
Omer Gottesman, Fredrik D. Johansson, Joshua Meier, Jack Dent, Donghun Lee, Srivatsan Srinivasan, Linying Zhang, Yi Ding, David Wihl, Xuefeng Peng, Jiayu Yao, Isaac Lage, Christopher Mosch, Li-Wei H. Lehman, Matthieu Komorowski, Aldo Faisal, Leo Anthony Celi, David A. Sontag, Finale Doshi-Velez
Evaluating Reinforcement Learning Algorithms in Observational Health Settings. CoRR (2018)
Yao Liu, Omer Gottesman, Aniruddh Raghu, Matthieu Komorowski, Aldo Faisal, Finale Doshi-Velez, Emma Brunskill
Representation Balancing MDPs for Off-Policy Policy Evaluation. CoRR (2018)
Xuefeng Peng, Yi Ding, David Wihl, Omer Gottesman, Matthieu Komorowski, Li-Wei H. Lehman, Andrew Slavin Ross, Aldo Faisal, Finale Doshi-Velez
Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning. AMIA (2018)
Pablo Ortega, Cédric Colas, Aldo Faisal
Compact Convolutional Neural Networks for Multi-Class, Personalised, Closed-Loop EEG-BCI. CoRR (2018)
Andrea Ferrante, Constantinos Gavriel, Aldo Faisal
Data-efficient hand motor imagery decoding in EEG-BCI by using Morlet wavelets & Common Spatial Pattern algorithms. NER (2015)
Andrea Ferrante, Constantinos Gavriel, Aldo Faisal
Towards a brain-derived neurofeedback framework for unsupervised personalisation of Brain-Computer Interfaces. NER (2015)
Ekaterina Abramova, Aldo Faisal, Daniel Kuhn
Combining Markov Decision Processes with Linear Optimal Controllers. ICCSW (2011)