PhD Position Fuzzy-Logic Based Mental Models in Human AI Teams

PhD Position Fuzzy-Logic Based Mental Models in Human AI Teams

Published Deadline Location
9 Jun 16 Jul Delft

You cannot apply for this job anymore (deadline was 16 Jul 2020).

Browse the current job offers or choose an item in the top navigation above.

Challenge: Improve AI understanding of human teammates.  Change: Develop fuzzy-logic methods to model human behavior. Impact: Improved collaboration between humans and AI in teamwork.

Job description

The research for this PhD centers on allowing AI team members to better understand their human team mates. In any team, mutual understanding is very important, but so is being able to explain what you know about the other. For this reason, the focus lies on knowledge-based AI techniques, and in particular using fuzzy logic. Your research on this project will explore how we can create new reasoning frameworks to understand human decision making in team contexts. Some examples of the types of tasks involved are: studying human-decision making within the realm of human-robot teams, translating human choice behavior in this realm to fuzzy logic models, adapting a robot’s behavior based on these fuzzy models and updating these models based on feedback from interactions.

The DAI Lab AI*Man is led by Anahita Jamshidnejad and Myrthe Tielman and is a collaboration between the faculties of aerospace engineering (AE) and electrical engineering, mathematics, and computer science (EEMCS) of the Delft University of Technology. The main focus of the joint research is on human-AI teamwork.
The main challenges of human-AI teamwork include obtaining mutual understanding among the teammates and making optimal decisions to realize the team's global objectives. To achieve this, this multidisciplinary project will integrate various methods from control theory with knowledge-based methods from AI. Beyond this research goal, this project aims to build a bridge between the faculties of AE and EEMCS on the topic of AI, including both research and educational activities. Your home department will be the Interactive Intelligence department of EEMCS.

Department
The AI*Man Lab is a Delft Artificial Intelligence Lab. Artificial Intelligence, Data and Digitalisation are becoming increasingly important when looking for answers to major scientific and societal challenges. In a DAI-lab, experts in ‘the fundamentals of AI technology’ along with experts in ‘AI challenges’ run a shared lab. As a PhD, you will work with at least two academic members of staff and three other PhD candidates. In total TU Delft will establish 24 DAI-Labs, where 48 Tenure Trackers and 96 PhD candidates will have the opportunity to push the boundaries of science using AI. Each team is driven by research questions which arise from scientific and societal challenges, and contribute to the development and execution of domain specific education. Instead of the usual 4-year contract, you will receive a 5-year contract and spend approximately 20% of your time on educating students. All team members have many opportunities for self-development. You will be a member of the thriving DAI-Lab community that fosters cross-fertilization between talents with different expertise and disciplines.

Specifications

Delft University of Technology (TU Delft)

Requirements

  • Completed Master’s degree in artificial intelligence, logic or a related field;
  • An affinity with logic, knowledge-based AI and human-robot teamwork related research;
  • An Independent, results driven, motivated personality with the ability to work in an interdisciplinary team;
  • Proficiency in written and verbal English;
  • Good presentation skills;
  • An affinity with teaching and guiding students.

Conditions of employment

Fixed-term contract: 5 years.

TU Delft offers DAI-Lab PhD-candidates a 5-year contract (as opposed to the normal 4-years), with an official go/no go progress assessment after one year. Approximately a fifth of your time will be allocated to developing ground breaking learning materials and educating students in these new subjects.
Salary and benefits are in accordance with the Collective Labour Agreement for Dutch Universities, increasing from € 2395 per month in the first year to € 3217 in the fifth year. As a PhD candidate you will be enrolled in the TU Delft Graduate School. The TU Delft Graduate School provides an inspiring research environment with an excellent team of supervisors, academic staff and a mentor. The Doctoral Education Programme is aimed at developing your transferable, discipline-related and research skills. The TU Delft offers a customisable compensation package, discounts on health insurance and sport memberships, and a monthly work costs contribution. Flexible work schedules can be arranged. For international applicants we offer the Coming to Delft Service and Partner Career Advice to assist you with your relocation.

Employer

Delft University of Technology

Delft University of Technology is built on strong foundations. As creators of the world-famous Dutch waterworks and pioneers in biotech, TU Delft is a top international university combining science, engineering and design. It delivers world class results in education, research and innovation. For generations, our engineers have proven to be entrepreneurial problem-solvers both in business and in a social context. TU Delft offers 16 Bachelor’s and 32 Master’s programmes to more than 23,000 students. Our scientific staff consists of 3,500 staff members and 2,800 PhD candidates. Together we imagine, invent and create solutions using technology to have a positive impact on a global scale.

Challenge. Change. Impact!

Department

Faculty Electrical Engineering, Mathematics and Computer Science

The Faculty of Electrical Engineering, Mathematics and Computer Science (EEMCS) brings together three disciplines - electrical engineering, mathematics and computer science. Combined, they reinforce each other and are the driving force behind the technology we use in our daily lives. Technology such as the electricity grid, which our faculty is helping to make future-proof. We are also working on a world in which humans and computers reinforce each other. We are mapping out disease processes using single cell data, and using mathematics to simulate gigantic ash plumes after a volcanic eruption. There is plenty of room here for ground-breaking research. We educate innovative engineers and have excellent labs and facilities that underline our strong international position. In total, more than 1,100 employees and 4,000 students work and study in this innovative environment.

Click here to go to the website of the Faculty of Electrical Engineering, Mathematics and Computer Science.

Specifications

  • PhD
  • Engineering
  • 32—38 hours per week
  • €2395—€3061 per month
  • University graduate
  • TUD00238

Employer

Delft University of Technology (TU Delft)

Learn more about this employer

Location

Mekelweg 2, 2628 CD, Delft

View on Google Maps

Interesting for you