PhD Thesis
Bimanual Robot Skills: MP Encoding, Dimensionality Reduction and Reinforcement Learning
Student/s
Supervisor/s
Information
- Started: 01/12/2011
- Finished: 14/07/2017
Docs
Description
This thesis discusses and tackle all the problems associated to the learning of
motor tasks by complex robots - e.g., bimanual robots- in an often unstructured or unmodelable
environment, as it can be the task of folding clothes. Due to limited amount of data samples in
robotic learning scenarios, such tasks require dimensionality reduction techniques so that such
complex problems can be solved.
The work is under the scope of the following projects:
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