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Fredrik Heintz

Professor at Linköping University

Linköping University

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Sweden

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Research Interests

Artificial Intelligence

50%

Educational Technology

30%

Programming Language

40%

Computer Science

40%

Mathematics

30%

Deep Learning

30%

Explainable Ai

30%

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Positions3

Publisher
source

Fredrik Heintz

University Name
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Linköping University

PhD Student in AI and Autonomous Systems: Vision-Language-Action Models for Multi-Robot Control

Linköping University invites applications for a PhD student position in AI and autonomous systems, focusing on Vision-Language-Action (VLA) Models for controlling multiple heterogeneous robots. This research is led by Professor Fredrik Heintz and Dr. Mariusz Wzorek, and will be conducted in close collaboration with the field robotics lab (AILAB) and partners from both the public and private sectors. The successful candidate will join the Reasoning and Learning Lab (ReaL) within the Division of Artificial Intelligence and Integrated Computer Systems (AIICS) at the Department of Computer and Information Science (IDA). The PhD project centers on developing and applying VLA models to enable advanced control of multi-robot systems. The research environment is highly interdisciplinary, offering opportunities to collaborate with leading experts in AI, machine learning, robotics, and related fields. Linköping University is recognized as an AI research excellence center, coordinating major initiatives such as the TrustLLM EU project and hosting the Wallenberg AI, Autonomous Systems and Software Program (WASP), as well as the National Academic Infrastructure for Supercomputing in Sweden (NAISS). As a PhD student, you will primarily focus on your doctoral studies and research, with the possibility of teaching or other departmental duties up to 20% of your time. The position is funded by ELLIIT (Excellence Center at Linköping–Lund in Information Technology), a government-funded strategic research area in IT and mobile communications. The employment is typically for four years full-time, with possible extension up to five years depending on teaching and institutional assignments. The initial contract is for one year, with renewals based on progress. Applicants should have a Master’s degree in computer science or equivalent, with strong knowledge in computer science, mathematics, algorithms, and programming. Experience in artificial intelligence, machine learning, deep learning, and generative AI is highly valued. Excellent English communication skills are required, and Swedish language skills are a merit. The university values diversity and equal opportunities, welcoming applicants from all backgrounds. To apply, submit your application online via the official Linköping University job portal before November 27, 2025. Your application should include a personal letter detailing your motivation and qualifications for the position. For more information about the research environment, visit ELLIIT . Join a vibrant research community at Linköping University and contribute to cutting-edge advancements in AI, robotics, and autonomous systems.

3 months ago

Publisher
source

Fredrik Heintz

University Name
.

Linköping University

PhD Student in AI and Autonomous Systems: Vision-Language-Action Models for Multi-Robot Control

This PhD position at Linköping University focuses on research in Vision-Language-Action (VLA) Models for controlling multiple heterogeneous robots, situated within the Reasoning and Learning Lab (ReaL) in the Division of Artificial Intelligence and Integrated Computer Systems (AIICS) at the Department of Computer and Information Science (IDA). The research is led by Professor Fredrik Heintz and Dr. Mariusz Wzorek, with close collaboration with the field robotics lab (AILAB) and partners from both public and private sectors. The university is recognized as an AI research excellence center, coordinating major projects such as TrustLLM and hosting Sweden’s largest basic research program in AI, WASP, as well as the Wallenberg AI and Transformative Technologies Education Development Program (WASP-ED). The division is internationally renowned for its work in artificial intelligence, with a history dating back to the 1970s. The Reasoning and Learning Lab specializes in machine learning, machine reasoning, and their applications in autonomous systems, multi-agent systems, and industrial contexts. The position is funded by ELLIIT, a government-funded strategic research area in IT and mobile communications, providing a vibrant research environment. The PhD employment is typically for four years full-time, with possible extension up to five years based on teaching and institutional duties. Initial employment is for one year, renewable for up to two years at a time depending on progress. Salary is determined by local negotiation, and employment benefits are provided. Applicants must have a Master’s degree in computer science or equivalent, with substantial coursework in computer science, mathematics, AI, or machine learning. Strong skills in algorithms, programming, and communication in English are required; Swedish language skills and undergraduate research experience are considered merits. The university values diversity and equal opportunities. Applications must be submitted by November 27, 2025, via the provided online portal, including a personal letter detailing motivation and qualifications.

3 months ago

Publisher
source

Fredrik Heintz

University Name
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Linköping University

PhD Student in Generative Machine Learning for Cyber Security Applications

Linköping University, a leading center for AI research and education in Sweden, is seeking a PhD student to join the Reasoning and Learning Lab (ReaL) within the Division of Artificial Intelligence and Integrated Computer Systems (AIICS) at the Department of Computer and Information Science (IDA). The position focuses on generative machine learning methods for cyber security applications, under the supervision of Professor Fredrik Heintz. The research is part of the WASP NEST SOURCE project, coordinated by Lund University, and the successful candidate will be enrolled in the WASP Graduate School, which offers a comprehensive curriculum, research visits, and networking opportunities with partner universities, industry, and visiting lecturers. The lab conducts research in machine learning, machine reasoning, and their intersection with autonomous systems, multi agent systems, and industrial applications. Linköping University hosts major national and EU-funded AI initiatives, including TrustLLM, WASP, WASP-ED, and the National Academic Infrastructure for Supercomputing in Sweden (NAISS). The PhD position is a full-time employment for four years, extendable up to five years based on teaching and institutional duties. Salary is determined by local negotiation, and employment benefits are provided. Applicants must hold a Master’s degree in computer science or equivalent, with strong knowledge in computer science, mathematics, algorithms, and programming. Experience in AI, machine learning, deep learning, and generative AI is advantageous. Candidates should demonstrate scientific curiosity, independence, teamwork skills, and excellent English communication abilities. Swedish language skills and undergraduate research experience are merits. Applications must include a personal letter detailing motivation and qualifications. The deadline for applications is November 17, 2025. Linköping University values diversity and equal opportunities, and encourages applicants from varied backgrounds. For more information about the WASP Graduate School and the university’s research programs, visit the provided links.

3 months ago

Collaborators1

Linnea Stenliden

Ass. Professor / Bitr. Professor

Linköping University

SWEDEN