Difference between revisions of "Projects vvv2014"

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(Incremental Learning applications on iCub using the GURLS++ package)
(Incremental Learning applications on iCub using the GURLS++ package)
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== Incremental Learning applications on iCub using the GURLS++ package ==
 
== Incremental Learning applications on iCub using the GURLS++ package ==
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''People: Raffaello''
  
 
The main goals of the project are the following:
 
The main goals of the project are the following:

Revision as of 09:21, 26 July 2014

Please populate this page with the name of the project, the name of the people that participate in the project and a short description of what the project aims to do and what individual people are planning to do within the group. A group can be made by an individual person or more.

It is important that everybody works towards something, no matter how simple or complex.

Wysiwyd

People:

  • Stephane: sensorimotor contingencies using SOMs that match other SOMs
  • ...
  • ...

Goal of the project:

...

Exploration of tools and objects affordances (in the context of Poeticon++)

People: Afonso, Lorenzo, Tanis, Vadim

Goal: Perform a set of actions on objects using tools, recording visual descriptors of tools, objects, and effects of the action.

Incremental Learning applications on iCub using the GURLS++ package

People: Raffaello

The main goals of the project are the following:

  1. Implement a numerically stable incremental RLS update rule (cholupdate) in the GURLS++ framework. The functionality has already been tested in MATLAB, replicating the work by Gijsberts et al.: ‘Incremental Learning of Robot Dynamics using Random Features’
  2. Design and develop a simple prototypical YARP module to serve as an interface with the robot
  3. Run an on-line inverse dynamics learner on the real robot


Resources: