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Marc Peter Deisenroth | Researchclopedia

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Marc Peter Deisenroth

210

Works

12,264

Citations

41

h-index

78

i10-index

Research Topics

Gaussian Processes and Bayesian Inference Reinforcement Learning in Robotics Advanced Multi-Objective Optimization Algorithms

Affiliations

Karlsruhe Institute of Technology2006–2009

University of Bradford2016–2016

Max Planck Society2012–2013

University of Washington2010–2016

University of Cambridge2008–2011

Top Works

Deep Reinforcement Learning: A Brief Survey

Kai Arulkumaran,Marc Peter Deisenroth,et al.

20174,176 citations

Machine Learning and Data Classification

Model Reduction and Neural Networks

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

Marc Peter Deisenroth,Carl Edward Rasmussen

20111,076 citations

A Brief Survey of Deep Reinforcement Learning

Kai Arulkumaran,Marc Peter Deisenroth,et al.

2017750 citations

A Survey on Policy Search for Robotics

Marc Peter Deisenroth

2011680 citations

Gaussian Processes for Data-Efficient Learning in Robotics and Control

Marc Peter Deisenroth,Dieter Fox,et al.

2013648 citations

Mathematics for Machine Learning

Marc Peter Deisenroth,A. Aldo Faisal,et al.

2020540 citations

Bayesian optimization for learning gaits under uncertainty

Roberto Calandra,André Seyfarth,et al.

2015285 citations

Learning to Control a Low-Cost Manipulator using Data-Efficient Reinforcement Learning

Marc Peter Deisenroth,Carl Edward Rasmussen,et al.

2011216 citations

Manifold Gaussian Processes for regression

Roberto Calandra,Jan Peters,et al.

2016212 citations