Postdoc in learning, control theory, and game theory

Tasks We are seeking a highly motivated postdoc with a strong interest in intelligent systems where artificial intelligence, human decision-making, or a combination of these interact with dynamic environments. The successful candidate is expected to have a solid background in one or more of the following areas: applied mathematics, systems and control engineering, game theory, machine learning, optimization, and decision-making. The project aims to develop mathematical foundations and computational methods for the analysis, learning, and coordination of complex feedback systems consisting of three closely interconnected components: a dynamic environment, algorithmic decision-makers, and strategic or adaptive actors. In such systems, decisions affect not only the physical environment but also the behaviors of other actors and the data that subsequently becomes available for learning. These feedback effects give rise to fundamental challenges regarding stability, identifiability, performance, and robustness, which cannot be addressed by studying learning, control, and strategic interaction separately. The research will investigate how these interconnected systems can be modeled, analyzed, and designed to achieve reliable results at the system level. The overall goal is to use insights from feedback decision-making to design intelligent systems that are more efficient, sustainable, resilient, and reliable. The selected candidates will also be registered in the Wallenberg AI, Autonomous Systems, and Software Program (WASP) and thus gain privileged access to its extensive resources. WASP is Sweden's largest single research program in modern times. The program creates a platform for academic research and education in close collaboration with leading Swedish technology-intensive industry. The research includes artificial intelligence and autonomous systems that operate in collaboration with humans and adapt to their surroundings using sensors, information, and knowledge, creating intelligent systems of systems. WASP's vision is excellent research and competence within artificial intelligence, autonomous systems, and software for the benefit of Swedish industry. Qualifications Requirements A completed doctoral degree or a foreign degree assessed to correspond to a doctoral degree. This eligibility requirement must be met no later than when the employment decision is made. A solid foundation in mathematical methods and tools relevant to the project. Documented outstanding research merits and publications in well-reputed journals or conferences with high impact. Very good analytical ability as well as documented ability to work both independently and together with others in interdisciplinary research environments. Very good ability to communicate orally and in writing, to effectively present research results and collaborate with other members of the research group. Awareness of issues concerning diversity, equality, and equal opportunities.

Meritorious The doctoral degree or a foreign degree assessed to correspond to a doctoral degree was obtained at most three years before the application deadline. Expertise in one or more of the research areas relevant to the position. Documented pedagogical ability and experience in teaching or supervision.

We will place great emphasis on personal qualities. Become a part of KTH KTH shapes the future through education, research, and innovation. As a leading international technical university, we play an active role in driving and contributing to the transition to a sustainable society. Here, you are offered the opportunity to grow and develop in a creative and dynamic workplace with good working conditions and benefits. Equality, diversity, and equal opportunities are a matter of quality and an inherent part of KTH's values as a university and a government agency. Read more about our benefits and what it is like to work and develop at KTH. Trade union representatives Contact details for trade union representatives. Application You apply via KTH's recruitment system. As an applicant, you are primarily responsible for ensuring that your application is complete when submitted. A complete application package contains the following items: CV with research areas and publication list. Personal letter, at most one page. An account of current research and future research plans (up to 2 pages excluding references.) Copies of degree certificates and transcripts from all previous university studies. If the original documents are not in Swedish or English, translations into one of these languages must be attached. Contact information for at least three professional references, including their email addresses, telephone numbers, and affiliation. The references may be contacted throughout the application process.

The application must be received by KTH no later than the application deadline at midnight, CET/CEST (Central European Time/Central European Summer Time). About the employment The employment is permanent, however, for a maximum of two years. An employment as a postdoc is a time-limited qualifying position primarily focused on research intended as a first career step after graduation. Other For information on the processing of personal data in connection with recruitment. It may occur that an employment at KTH is placed in a security class. If this is the case for this specific employment, a security clearance of the applicant will be conducted in accordance with the Security Protection Act (2018:585) after consent. In these cases, a prerequisite for employment is that the applicant is approved after the security clearance. We reserve the right to decline direct contact with staffing and recruitment companies as well as sellers of job advertisements.