Dear Colleagues,

We are pleased to announce two PhD research positions at the Chalmers Institute of Technology in Gothenburg, Sweden. The *application deadline is 15 July* 2019.

We are looking for two talented and motivated researchers that would like to pursue a PhD in the areas of AI and Robotics. Both positions will start in September 2019 or soon after that. Each position is limited to a maximum of five years. We are looking for candidates for the following topics:

**Topic one:* Intelligent Agents that Learn from their Past Experiences (Ref 20190206) *Description:* Embodied Artificial Intelligence is a multidisciplinary area that requires the cooperation of different fields such as computer science, engineering, robotics and dynamical systems. This PhD thesis will develop a novel learning algorithm to allow high-level intelligence, such as problem-solving and reasoning to be applied to real-world physical systems, e.g. robots. Mainly, this work will be focused on investigating learning methods on the semantic aspects of intelligence to develop general purpose solutions for robotic applications. The goal of this PhD thesis is to develop compact and flexible model representations to allow robots the transference of their past experiences to current situations. These compact models should be human-readable to provide adequate feedback to the person interacting with the intelligent agent, e.g. a robot. This feedback should provide information to users, in an efficient form, about possibly hazardous situations and potential errors, by predicting ahead-of-time the actions performed by either a human or a robot to infer their potential consequences. Thus, the communication between the users and the robots should be meaningful and bi-directional. *Further information about this position*, please visit: http://www.chalmers.se/en/about-chalmers/Working-at-Chalmers/Vacancies/Pages...

**Topic two:* Learning & Understanding Human-Centred Robotic Manipulation Strategies (Ref 20190182) *Description:* Human-robot collaboration is one of the most promising applications of autonomous robots. For this, robots need to interact with humans in a meaningful, flexible and adaptable manner, especially when new situations are faced. Currently, the new emerging technologies such as virtual reality and wearable devices allow capturing natural human movements of multiple users. Then, the next generation of learning methods should take advantage of and bootstrap the learning of new activities by adapting to the massive processing of information obtained from these enhanced sensors. The goal of this PhD project is to develop semantic-based learning algorithms able to cope with a large amount of data generated from multi-modal/multi-level sensors and react to dynamically changing environments in real-time to produce robots with enhanced autonomy levels and manipulation capabilities. The massive collection of data will also contain information about the different styles of human demonstrations which will help in developing a more human-centred control solution. *Further information about this position*, please visit: http://www.chalmers.se/en/about-chalmers/Working-at-Chalmers/Vacancies/Pages...

Both PhD positions are offered at the Department of Electrical Engineering in the area of Systems and Control within the Mechatronics group. We offer a dynamic and international work environment with about 200 employees from more than 20 countries, and with extensive national and international research collaborations with academia, industry and society. Chalmers offers a cultivating and inspiring working environment in the dynamic city of Gothenburg.

**Qualifications** By the starting date, the applicant should have a Master of Science degree or equivalent in Electrical Engineering, Computer Science, Applied Math or in a related discipline. A successful applicant should have a strong background in machine learning methods and robotics as well as be familiar with reasoning methods and AI tools. Programming skills in C++ are strongly required and knowledge in ROS (Robot Operating System), Python, Prolog, Unity, and C#  are welcome. A genuine interest and curiosity in the subject, excellent oral and written English communication skills are needed.

**Application procedure** The application should be marked with Ref XXXX (depending on the topic, see above) and written in English. The application should be performed with the link provided earlier. Please include the following documents:

CV: (Please name the document: CV, Family name, Ref. number) • CV • Other, for example, previous employment or leadership qualifications and positions of trust. • Two references that we can contact.

Personal letter: (Please name the document as: Personal letter, Family name, Ref. number) • 1-3 pages where you introduce yourself and present your qualifications. • Previous research fields and main research results. • Future goals and research focus. Are there any specific projects and research issues you are primarily interested in?

Other documents: • Copies of bachelor and/or master’s thesis. • Attested copies and transcripts of completed education, grades and other certificates, e.g. TOEFL test results.

***Application deadline: 15 July 2019***

Please, do not hesitate to contact me for further information. Best regards, Karinne