Postdoc in Computational Methods for Games and Multi-Agent Decision Making

Tasks

Game theory quickly wins land in several technical applications as the natural framework for decision-making in multiagent systems. But unlike optimization, gaming theory lacks mature, general loosers. Calculating an equilibrium in a non-cooperative game between several agents means solving a large-scale generalized equation, and existing solutions are based on restrictive assumptions, do not control the equilibrium returning and peeling poorly. This employment addresses the computational side of this gap.

We are looking for a highly motivated postdoctoral doctor with a solid background within one or more of the following areas: theory of gaming, optimization algorithms and numerical methods for optimal control. The successful candidate will develop effective algorithms and calculation tools for equilibrium calculation in multiagent games. The work will focus on:

• Scalable algorithms for different types of equilibrium problems in play;
• Open source calculation tool and benchmarks;
• Real-time and built-in applications of gaming theoretical loosers.

If WASP:The employment is linked to Wallenberg AI, Autonomous Systems and Software Program (WASP), Sweden's largest individual research program ever. Read more here.

Qualifications

Requirements

• Deposed PhD or foreign degree deemed to correspond to a doctoral degree. This authorization requirement must be met at the latest at the time when the employment decision is made.
• A strong foundation in the mathematical tools that are relevant to the project.
• A documented track record with research results and publications in arenas with high impact in control technology, optimization or related areas.
• Good knowledge of scientific programming (eg Python, Julia or C ++) and experience of implementing optimization algorithms.
• Proven ability to work both independently and in interdisciplinary teams.
• Excellent communication skills, both in writing and orally.
• Awareness of diversity and equal treatment issues with a special focus on gender equality.

A merit

• At the end of the date of application for a maximum of three years since the doctoral degree or a foreign degree that is deemed to correspond to the doctoral degree.
• Expertise in theory for monotonous operators, variation solvities or operator splitting methods.
• Contribution to optimization software.
• Educational ability and experience of supervising students.

We will add great emphasis on personal qualities.

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KTH forms the future through education, research and innovation. As a leading international technical university, we play an active role in driving and participating in 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. Gender equality, diversity and equal conditions are a quality issue and an obvious part of KTH's values as a university and state authority.

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Union representatives

Contact information to union representatives.

Application

You apply via KTH's recruitment system. You as applicants have the main responsibility for your application complete when submitted.

The application should contain:

• CV including relevant professional experience and knowledge (max. 2 pages).
• Copy of diplomas and grades from your previous university studies. Translations into English or Swedish if the original documents are not issued in any of these languages.
• Motivation Letter (Max 1 page).
• Research Decision (Max 1 page, excluding references).
• Name of two academic or professional references.

The application must be received by KTH no later than the last application date at midnight, CET / CEST (Central European Time / Central European Summer Time).

If the employment

The employment applies until further notice, however at the longest two years

An employment that postdoctoral is a time-limited merit employment with a main focus intended as a first career step after defense.

Other

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