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Christian Mandery

3 accepted papers

2018

Affordance-Based Multi-Contact Whole-Body Pose Sequence Planning for Humanoid Robots in Unknown Environments

ICRA 2018poster

Despite impressive advances of humanoid robotics, the autonomous planning of whole-body loco-manipulation actions in unknown environments is still an open problem. In our previous work, we addressed two fundamental aspects related to this problem: 1) the autonomous detection of end-effector contact…

Cited by 10SourceScholar
2018

Human Motion Classification Based on Multi-Modal Sensor Data for Lower Limb Exoskeletons

IROS 2018poster

Intuitive exoskeleton control is fundamental since it contributes to improved user acceptance and wearability comfort. This requires the detection of user's motion intention and its incorporation into the exoskeleton control system. In this work, we propose a classification system based on Hidden Ma…

Cited by 38SourceScholar
2016

Using language models to generate whole-body multi-contact motions

IROS 2016poster

We present a novel approach for generating sequences of whole-body poses with multi-contacts for humanoid robots, which is inspired by techniques from natural language processing. To this end, we propose a probabilistic n-gram language model learned from observation of human locomotion tasks. Human…

Cited by 11SourceScholar