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PILCO: A Model-Based and Data-Efficient Approach to Policy Search
- M. Deisenroth, C. Rasmussen
- Computer ScienceICML
- 28 June 2011
TLDR
Doubly Stochastic Variational Inference for Deep Gaussian Processes
- Hugh Salimbeni, M. Deisenroth
- Computer ScienceNIPS
- 1 May 2017
TLDR
Deep Reinforcement Learning: A Brief Survey
- Kai Arulkumaran, M. Deisenroth, Miles Brundage, A. Bharath
- Computer ScienceIEEE Signal Processing Magazine
- 9 November 2017
TLDR
A Survey on Policy Search for Robotics
- M. Deisenroth, G. Neumann, Jan Peters
- Computer ScienceFound. Trends Robotics
- 15 August 2013
TLDR
Gaussian Processes for Data-Efficient Learning in Robotics and Control
- M. Deisenroth, D. Fox, C. Rasmussen
- Computer ScienceIEEE Transactions on Pattern Analysis and Machine…
- 1 February 2015
TLDR
Distributed Gaussian Processes
- M. Deisenroth, Jun Wei Ng
- Computer ScienceICML
- 10 February 2015
TLDR
A Brief Survey of Deep Reinforcement Learning
- Kai Arulkumaran, M. Deisenroth, Miles Brundage, A. Bharath
- Computer ScienceArXiv
- 19 August 2017
TLDR
Efficient reinforcement learning using Gaussian processes
- M. Deisenroth
- Computer Science
- 22 November 2010
TLDR
Manifold Gaussian Processes for regression
- R. Calandra, Jan Peters, C. Rasmussen, M. Deisenroth
- Computer ScienceInternational Joint Conference on Neural Networks…
- 24 February 2014
TLDR
Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control
- Sanket Kamthe, M. Deisenroth
- Computer ScienceAISTATS
- 20 June 2017
TLDR
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