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Juan Antonio Delgado-Guerrero

2 accepted papers

2020

Contextual Policy Search for Micro-Data Robot Motion Learning through Covariate Gaussian Process Latent Variable Models

IROS 2020poster

In the next few years, the amount and variety of context-aware robotic manipulator applications is expected to increase significantly, especially in household environments. In such spaces, thanks to programming by demonstration, non-expert people will be able to teach robots how to perform specific…

Cited by 5SourceScholar
2020

Sample-Efficient Robot Motion Learning using Gaussian Process Latent Variable Models

ICRA 2020poster

Robotic manipulators are reaching a state where we could see them in household environments in the following decade. Nevertheless, such robots need to be easy to instruct by lay people. This is why kinesthetic teaching has become very popular in recent years, in which the robot is taught a motion th…

Cited by 13SourceScholar