Felix Leibfried



Senior Machine Learning Researcher
PROWLER.io
Cambridge, UK

Contact me at felix.leibfried@gmail.com and download my CV here.




About

I am a senior machine
learning researcher at PROWLER.io where I work on sample-efficient autonomous decision-making in environments approaching real-world complexity. Prior to that, I wrote my PhD thesis at the Max Planck Institutes for Intelligent Systems and Biological Cybernetics in Tuebingen, Germany. My educational background is computer science (artificial intelligence) and biology (neuroscience).


Publications

2017 Leibfried F, Grau-Moya J and Bou-Ammar H
arXiv

2017
Leibfried F, Kushman N and Hofmann K
Workshop on Principled Approaches to Deep Learning at the International Conference on Machine Learning (ICML)

2017 Peng Z, Genewein T, Leibfried F and Braun DA
An information-theoretic on-line update principle for perception-action coupling
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

2016 Grau-Moya J, Leibfried F, Genewein T and Braun DA
Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)

2016 Leibfried F and Braun DA
Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI)

Frontiers in Robotics and AI

2015 Leibfried F and Braun DA
A reward-maximizing spiking neuron as a bounded rational decision maker
Neural Computation

2015 Leibfried F, Grau-Moya J and Braun DA
Signaling equilibria in sensorimotor interactions
Cognition