Eduardo Pignatelli

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Convolutional Network

Tissue Classification

Reinforcement Learning

Credit Assignment

Top Venues

Biomed. Signal Process. Control.

Trans. Mach. Learn. Res.

Publications

Eduardo Pignatelli, Johan Ferret, Matthieu Geist, Thomas Mesnard, Hado van Hasselt, Laura Toni
A Survey of Temporal Credit Assignment in Deep Reinforcement Learning. Trans. Mach. Learn. Res. 2024 (2024)
Eduardo Pignatelli, Jarek Liesen, Robert Tjarko Lange, Chris Lu, Pablo Samuel Castro, Laura Toni
NAVIX: Scaling MiniGrid Environments with JAX. CoRR (2024)
Konstantinos Ntagiantas, Eduardo Pignatelli, Nicholas S. Peters, Chris D. Cantwell, Rasheda A. Chowdhury, Anil A. Bharath
Estimation of fibre architecture and scar in myocardial tissue using electrograms: An in-silico study. Biomed. Signal Process. Control. 89 (2024)
Eduardo Pignatelli, Johan Ferret, Matthieu Geist, Thomas Mesnard, Hado van Hasselt, Laura Toni
A Survey of Temporal Credit Assignment in Deep Reinforcement Learning. CoRR (2023)
Konstantinos Ntagiantas, Eduardo Pignatelli, Nicholas S. Peters, Chris D. Cantwell, Rasheda A. Chowdhury, Anil A. Bharath
Estimating Cardiac Tissue Conductivity from Electrograms with Fully Convolutional Networks. CoRR (2022)
Stathi Fotiadis, Eduardo Pignatelli, Mario Lino Valencia, Chris D. Cantwell, Amos J. Storkey, Anil A. Bharath
Comparing recurrent and convolutional neural networks for predicting wave propagation. CoRR (2020)
Mario Lino Valencia, Chris D. Cantwell, Stathi Fotiadis, Eduardo Pignatelli, Anil A. Bharath
Simulating Surface Wave Dynamics with Convolutional Networks. CoRR (2020)