Concepedia

Marc Peter Deisenroth

MP

62

Publications

9.9K

Citations

36

H-Index

2008

Active since

Affiliations

Imperial College London(Current)

Technical University of Darmstadt

University of Cambridge

Max Planck Institute for Intelligent Systems

University of Washington

Marc Peter Deisenroth is an author at Imperial College London specializing in engineering, computer science, and machine learning.

ORCID

Top concepts

Publications per year

2008–2024

62

Publications

62

Deep Reinforcement Learning: A Brief Survey

Kai Arulkumaran, Marc Peter Deisenroth, Miles Brundage et al. · IEEE Signal Processing Magazine · 2017 · 4.1K citations

PILCO: A Model-Based and Data-Efficient Approach to Policy Search

Marc Peter Deisenroth, Carl Edward Rasmussen · Cambridge University Engineering Department Publications Database · 2011 · 1.1K citations · Full text

A Brief Survey of Deep Reinforcement Learning

Kai Arulkumaran, Marc Peter Deisenroth, Miles Brundage et al. · arXiv (Cornell University) · 2017 · 750 citations · Full text

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Gaussian Processes for Data-Efficient Learning in Robotics and Control

Marc Peter Deisenroth, Dieter Fox, Carl Edward Rasmussen · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 643 citations · Full text

Bayesian optimization for learning gaits under uncertainty

Roberto Calandra, André Seyfarth, Jan Peters et al. · Annals of Mathematics and Artificial Intelligence · 2015 · 284 citations

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