The UM-PolyU Joint Research Centre for Robotic and Embodied Intelligence (UM-PolyU CREI) organises its operations through four strategic pillars, ensuring comprehensive coverage of the robotic value chain: Robotic Intelligence (The Consciousness Nexus), Perception and Embodied Computing (The Foundation Carrier), Safe Robotics and Autonomous Systems (The Execution Guarantor), and Applied Robotics (The Adaptability Amplifier). These are complemented by a Technology Demonstration and Transfer Layer that integrates pillar outputs into functional demonstrators and pilots. This structure ensures that fundamental breakthroughs are systematically translated into the “human-level competence” envisioned by the Centre. While the pillars provide the framework for forming projects and allocating resources, the Technology Demonstration and Transfer Layer steers integration toward validation and transfer readiness, ensuring clear pathways for industrial adoption and impact.
UM-PolyU CREI manages a portfolio of pillar-led projects, including activities led by UM or PolyU, as well as cross-campus collaborations where integration strengthens delivery. Cross-campus coordination is maintained through arigorous operating cadence, with milestones and evidence tracked at Centre level. Research outputs and technology transfer progress serves as the primary measures of performance. Outputs include peer-reviewed publications and, where appropriate, reproducible research artefacts such as datasets, benchmarks, and open-source code or software releases. The Centre targets high-impact journals and leading flagship conferences in robotics and machine learning, with venue selection closely aligned to project scope and maturity.
Technology transfer priorities are guided by institutional strengths and regional demand, focusing on a dedicated set of demonstrator tracks, including autonomous driving, service robotics, micro robotics, healthcare robotics, industrial robotics, and logistics robotics. To maintain strategic focus and ensure continuous alignment with deliverables, the scope and track portfolio are reviewed on an annual basis.
