Published research at leading conferences including ICRA, ECAI, and AAMAS.
Work on KnowRob 2.0 (ICRA) is highly cited and recognized by the IEEE Technical Committee on Cognitive Robotics as one of its most important publications.
Lead author of an AAMAS paper nominated for Best Paper Award.
Co-led writing of a high-impact journal article published at KER.
One of the lead authors of the SOMA ontology, providing a formal semantic model for robotic activities and environments to support reasoning and interoperability.
Research Experience
Leading developer of KnowRob 2.0, a widely used knowledge processing framework for service robots, and designed its hybrid reasoning architecture for flexible integration of multiple reasoning methods.
Lead developer of openEASE, a cloud-based platform providing access to robot experience data to support data-driven research and machine learning.
Conducted research on semantic scene representation and activity recognition in VR, including human modeling, action recognition, and semantic augmentation of USD scene graphs.
Played a key role in the CRC EASE initiative, shaping its knowledge-driven robotics agenda and contributing to funding proposals.
Collaborated on integrating knowledge-based AI with perception, action, planning, manipulation, and human-robot interaction across multiple projects.
Explores GPU programming and interactive AI applications using game technology and real-time graphics, particularly in relation to AI and robotics.
Background
Aims to bridge the gap between theoretical AI research and real-world robotic applications, enabling more autonomous and semantically aware robotic systems.
Expertise in knowledge-based reasoning, simulation, and interactive AI; passionate about developing intelligent systems that understand, learn, and adapt in dynamic environments.
Leverages game technology and real-time graphics to enhance simulation and interaction capabilities.
Actively contributed to international standardization as co-author of the IEEE 1872.2 standard ontology for autonomous robotics.
Organized multiple international workshops (e.g., RobOntics, WOSRA) on knowledge representation, decision-making in social settings, and cognitive robotics.