The project will investigate how to develop systems that learn and reason in an artificial intelligence (AI) and autonomous systems context. While there has been a lot of progress on both machine learning and machine reasoning, their integration remains a key open challenge in artificial intelligence and autonomous systems. The distinction between learning and reasoning is related to the differences between fast and slow thinking, between data-driven and knowledge-based approaches, and between symbolic versus sub-symbolic representations. The project will build upon neuro-symbolic computation as a paradigm for integrating (neural-based) learning and symbolic reasoning. The goal of the project is to develop neural-symbolic approaches and apply them to autonomous sensor systems.
The project is part of the Wallenberg AI, Autonomous Systems and Software Program (WASP), Sweden’s largest ever individual research program, and a major national initiative for strategic basic research, education and faculty recruitment. The vision of WASP is excellent research and competence in artificial intelligence, autonomous systems and software for the benefit of Swedish industry.
The PhD students will belong to the graduate school within WASP, which is dedicated to provide the skills needed to analyze, develop, and contribute to the interdisciplinary area of AI, autonomous systems and software. The curriculum provides the foundations, perspectives, and state-of-the-art knowledge in the different disciplines taught by leading researchers in the field. Through an ambitious program with research visits, partner universities, and visiting lecturers, the graduate school actively supports forming a strong multi-disciplinary and international professional network between PhD-students, researchers and industry.
Worth of Award
- The position is offered as a full-time doctoral studentship for the duration of the study programme.
- Duties such as teaching, administration and research other than the student’s own thesis project may be included, however with no more than 20 per cent of a full-time post.
- To compensate for time spent on such duties, extensions to the programme length and funding period will be granted. More information on doctoral studentships, part-time studies and part-time doctoral studentships can be found in the Regulations Handbook.
- The initial salary for a doctoral studentship is SEK 28 100 a month..
For admission to research studies, applicants are required to meet general and specific entry requirements. In addition, they shall be considered in other respects to have the ability required to benefit from the programme. For a full account of the entry requirements, refer to the admissions regulations as well as to annex 2 to the general syllabus for the subject.
Applicants meet the general entry requirements for research studies if they
- have been awarded a qualification at the Master’s level, or
- have satisfied the requirements for courses comprising at least 240 credits (four years) of which at least 60 credits (one year) were awarded at the Master’s level, or
- have acquired substantially equivalent knowledge in some other way in Sweden or abroad.
- Applicants with credits or qualifications from undergraduate programmes under the previous Swedish higher education system corresponding to these entry requirements are also eligible. The university may permit exemptions from the entry requirements for individual applicants, if there are special grounds.
- For applicants to meet the specific entry requirements for research studies in the subject, the following applies master of science in computer science, engineering, or master’s degree in related subject such as mathematics, physics, machine learning, or robotics – or acquired substantially corresponding knowledge.
- Applicants who have acquired substantially corresponding knowledge, in Sweden or abroad, also meet the specific entry requirements. Applicants with credits or qualifications from undergraduate programmes under the previous Swedish higher education system corresponding to these entry requirements are also eligible.
How to Apply
- The application is made online.
When applying for admission to research studies, always attach the following documents:
- The form: Application form for admission to research studies.
- Curriculum Vitae (CV).
- Proof of completed higher education, if applicable degree certificates.
- Independent project (degree project).
- Copies of relevant course/degree certificates and references verifying eligibility and criteria met
- Description of research interests – detailing the field of research you are interested in, including, if applicable, theoretical and methodological approaches (2-5 pages).
Deadline: The application deadline is August 31, 2021.