Scholar
Agnese Chiatti
Google Scholar ID: iZnvJsMAAAAJ
Assistant Professor, AIRLab, Politecnico di Milano
Citations & Impact
Citations
353
H-index
9
i10-index
7
Publications
20
Co-authors
11
list available
Publications
Resume (English only)
Research Experience
- ReFiNe project: Investigating how to assess the trustworthiness of Vision Language models in complex scenarios using graph knowledge representations.
- AgrifoodTEF project: Contributed to a 60M euro EU-funded initiative aimed at providing AI and Robotics solutions for Precision Agriculture.
- GATEKEEPER project: Developed smart digital technologies to support health independent living for the ageing population.
- Visually Intelligent Agents (VIA) project: Developed a prototype robot assistant to monitor office environments for potentially dangerous situations.
- SPICE project: Explored the use of Deep Learning and Neurosymbolic Learning methods to classify artistic subjects from cultural heritage image collections.
- 2019 SciRoc Challenge: Part of the organizing team for the first robotic challenge held in a public shopping mall.
- The Human Screenome Project: Worked in Prof. Lee Giles’ Lab at PSU, implementing an end-to-end architecture for extracting and indexing textual information from smartphone and laptop screenshots.
Education
- PhD research focused on enhancing the Visual Intelligence of service robots by combining Knowledge-driven technologies with Machine Learning.
Background
- Assistant Professor at Politecnico di Milano (Italy). Research interests include Knowledge Engineering for Robots, Neuro-symbolic AI, Computer Vision, and Service and Field Robotics.
Miscellany
- Social media accounts include Twitter, GitHub, Google Scholar, and LinkedIn.
