معرفی
Dominik Endres is a researcher at the Max Planck Institute for Empirical Aesthetics in Frankfurt, specializing in computational models of human movement. His work bridges cognitive neuropsychology and virtual reality applications.
His research focuses on probabilistic machine learning approaches to model human movement perception and production, drawing from optimal control theory and movement primitives frameworks. Key interests include developing generative behavior models for virtual environments that simultaneously address perceptual expectations and motor control requirements, with applications in avatar control systems.
Endres' work explores the intersection of machine learning and human movement science, particularly investigating how computational models can predict perceptual naturalness of movements while enabling stable control of humanoid bodies. His research aligns with the 'common coding' hypothesis by developing joint action-perception models.
