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About

Wolfgang Merkt is a robotics researcher whose work spans optimal control, motion planning, and whole-body robot locomotion and manipulation. He is perhaps best known as a core contributor to **Crocoddyl**, an open-source framework for multi-contact optimal control that has become a foundational tool in the robotics community, accumulating over 257 citations and widely adopted for legged robot control. His research addresses some of the most challenging problems in deploying robots in real-world environments, including developing feasibility-driven extensions to Differential Dynamic Programming (39 citations) and robust loco-manipulation strategies for quadruped robots with arms (57 citations). Merkt has made significant contributions to motion planning for complex humanoid systems, introducing resolution-complete dynamic roadmap methods (HDRM, 24 citations), warm-starting strategies for trajectory optimization (25 citations), and continuous-time collision avoidance in dynamic environments (21 citations). His more recent work integrates human trajectory prediction into mobile manipulator planning (24 citations) and explores safe, compliant control frameworks inspired by biological motor systems. Across his portfolio, Merkt consistently bridges theoretical rigor with practical implementation, making him an influential figure for researchers working at the intersection of optimal control, motion planning, and physical human-robot interaction.