Aldo A. Faisal

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 14

Top Topics

Hierarchical Reinforcement Learning

Sample Complexity

Medical Treatment

Top Venues

npj Digit. Medicine

Publications

Myura Nagendran, Paul Festor, Matthieu Komorowski, Anthony C. Gordon, Aldo A. Faisal
Eye tracking insights into physician behaviour with safe and unsafe explainable AI recommendations. npj Digit. Medicine 7 (1) (2024)
Asen Nachkov, Luchen Li, Giulia Luise, Filippo Valdettaro, Aldo A. Faisal
Bag of Policies for Distributional Deep Exploration. CoRR (2023)
Arnaud Robert, Ciara Pike-Burke, Aldo A. Faisal
Sample Complexity of Goal-Conditioned Hierarchical Reinforcement Learning. NeurIPS (2023)
Myura Nagendran, Paul Festor, Matthieu Komorowski, Anthony C. Gordon, Aldo A. Faisal
Quantifying the impact of AI recommendations with explanations on prescription decision making. npj Digit. Medicine 6 (2023)
Kate Honeyford, Paul Expert, E. E. Mendelsohn, Benjamin Post, Aldo A. Faisal, Ben Glampson, E. K. Mayer, Ceire Costelloe
Challenges and recommendations for high quality research using electronic health records. Frontiers Digit. Health 4 (2022)
Mahendran Subramanian, Suhyung Park, Pavel Orlov, Ali Shafti, Aldo A. Faisal
Gaze-contingent decoding of human navigation intention on an autonomous wheelchair platform. NER (2021)
Luchen Li, Ignacio Albert-Smet, Aldo A. Faisal
Optimizing Medical Treatment for Sepsis in Intensive Care: from Reinforcement Learning to Pre-Trial Evaluation. CoRR (2020)
Luchen Li, Matthieu Komorowski, Aldo A. Faisal
Optimizing Sequential Medical Treatments with Auto-Encoding Heuristic Search in POMDPs. CoRR (2019)
Mireia Ruiz Maymo, Ali Shafti, Aldo A. Faisal
Fast Orient: Lightweight Computer Vision for Wrist Control in Assistive Robotic Grasping. BioRob (2018)
Luchen Li, Matthieu Komorowski, Aldo A. Faisal
The Actor Search Tree Critic (ASTC) for Off-Policy POMDP Learning in Medical Decision Making. CoRR (2018)
Billy Woods, Mahendran Subramanian, Ali Shafti, Aldo A. Faisal
Mecbanomyograpby Based Closed-Loop Functional Electrical Stimulation Cycling System. BioRob (2018)
Yao Liu, Omer Gottesman, Aniruddh Raghu, Matthieu Komorowski, Aldo A. Faisal, Finale Doshi-Velez, Emma Brunskill
Representation Balancing MDPs for Off-policy Policy Evaluation. NeurIPS (2018)
Romy Lorenz, Ricardo Pio Monti, Adam Hampshire, Yury Koush, Christoforos Anagnostopoulos, Aldo A. Faisal, David J. Sharp, Giovanni Montana, Robert Leech, Inês R. Violante
Towards tailoring non-invasive brain stimulation using real-time fMRI and Bayesian optimization. PRNI (2016)
Romy Lorenz, Ricardo Pio Monti, Inês R. Violante, Christoforos Anagnostopoulos, Aldo A. Faisal, Giovanni Montana, Robert Leech
The Automatic Neuroscientist: A framework for optimizing experimental design with closed-loop real-time fMRI. NeuroImage 129 (2016)