Papers
56
Total Citations
1,293
H-Index
21
About
Christian Goerick is a pioneering robotics researcher whose work has fundamentally advanced humanoid robot motion control, imitation learning, and human-to-robot motion transfer. Operating primarily at the intersection of kinematics, machine learning, and biomechanically inspired robotics, Goerick has made lasting contributions to how humanoid robots perceive, plan, and execute complex movements. His most influential work introduced whole-body motion control algorithms for humanoid robots, addressing the challenging redundant inverse kinematics problem in real time — a contribution that has garnered over 113 citations. Building on this foundation, he developed real-time self-collision avoidance systems (92 citations) that allow robots to operate safely in dynamic, uncertain environments. A recurring theme throughout his research is the transfer of human motion to robotic systems: his work on online, markerless motion retargeting and whole-body control from human motion descriptors enabled robots to learn intuitively from human demonstration without cumbersome manual programming. Goerick also advanced imitation learning through variance-based movement optimization and automatic task space selection, reflecting a sophisticated understanding of how robots can generalize learned behaviors. With over 600 cumulative citations across his top publications, his research has significantly shaped modern humanoid robotics, making him a key figure for students and researchers in intelligent robotic systems.
Research Focus
Key Achievements
Top Papers
- 1Task-oriented whole body motion for humanoid robots113 citations · 2006
- 2
- 3Task-level imitation learning using variance-based movement optimization86 citations · 2009
- 4Whole body humanoid control from human motion descriptors78 citations · 2008
- 5ONLINE TRANSFER OF HUMAN MOTION TO HUMANOIDS58 citations · 2009
- 6Automatic selection of task spaces for imitation learning47 citations · 2009
- 7
- 8Online and markerless motion retargeting with kinematic constraints44 citations · 2008
- 9Task maps in humanoid robot manipulation44 citations · 2008
- 10A Bayesian View on Motor Control and Planning41 citations · 2009