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Heni Amor

2 accepted papers

2022

Modularity through Attention: Efficient Training and Transfer of Language-Conditioned Policies for Robot Manipulation

CoRL 2022poster

Language-conditioned policies allow robots to interpret and execute human instructions. Learning such policies requires a substantial investment with regards to time and compute resources. Still, the resulting controllers are highly device-specific and cannot easily be transferred to a robot with di…

Cited by 25SourcecodeScholar
2022

Safe Robot Learning in Assistive Devices through Neural Network Repair

CoRL 2022poster

Assistive robotic devices are a particularly promising field of application for neural networks (NN) due to the need for personalization and hard-to-model human-machine interaction dynamics. However, NN based estimators and controllers may produce potentially unsafe outputs over previously unseen da…

Cited by 2SourcecodeScholar