PhD position in Computer Science
Ref nr: ORU 2.2.1-05025/2018
The School of Science and Technology at Örebro University offers a fully funded 4 years PhD position in Computer Science starting 1st of January 2019.
The PhD student will be affiliated with the research Centre for Applied Autonomous Sensor Systems (AASS).
Örebro University is a modern and prominent broad-based university with the courage to review and the ability to evolve. Our professional degree programmes are among the best in the country and we endeavour to be an attractive place of work where members of staff feel a sense of pride and satisfaction. 1,300 employees and 17,000 students come to work and study at Örebro University.
The research project will examine the problem of reinforcement learning (RL) in continuous state/action spaces. In particular, the project will aim at integrating techniques from both actor-critic and model-based RL with an inference engine and a knowledge representation framework, populated with automatically acquired knowledge. An embodied AI agent based on this framework will be devised, in order to learn policies for solving challenging mobile manipulation problems. The student is expected to concentrate on the problem of reinforcement learning in continuous action spaces. A particular focus will be using prior information (e.g., robot model) and semantic information (e.g., annotated demonstrations) to speed up and guide the learning process. Research will be performed in close collaboration with a second PhD student at Lund University through mutual visits, joint activities and coordinated supervision
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 strategically basic research, education and faculty recruitment. The program is initiated and generously funded by the Knut and Alice Wallenberg Foundation (KAW) with 2.6 billion SEK. In addition to this, the program receives support from collaborating industry and from participating universities to form a total budget of 3.5 billion SEK. Major goals are more than 50 new professors and more than 300 new PhDs within AI, Autonomous Systems and Software. The vision of WASP is excellent research and competence in artificial intelligence, autonomous systems and software for the benefit of Swedish industry. For more information about the research and other activities conducted within WASP please visit: http://wasp-sweden.org/.
Information on admission to the programme, application form, the general syllabus for the subject, the Regulations Handbook, and other information can be found on Örebro University’s webpage for research student information: www.oru.se. You can find information about how to apply for admission to doctoral studies below.
The successful candidate is offered a place on the research study programme concluding with the Degree of Doctor (alt Degree of Licentiate). The programme comprises 240 credits, which corresponds to four years of full-time study. Extensions to the study period are granted for instance to compensate for any sick leave and parental leave.
Information on programme content and organisation can be found in the general syllabus for the subject.
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 26.300 SEK per month.
Entry requirements and selection
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 engineering degree or master's degree from computer science or related subject which includes an independent project on the advanced level, in a key area of importance in computer science.
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.
The assessment whether an applicant has such ability in other respects to benefit from the programme shall be made based on prior courses and programmes taken by the applicant, on other previous activities, as well as on the essays and other independent projects of a scholarly nature that have been submitted by the applicant.
In selecting between applicants, their ability to benefit from the research studies shall be taken into account (see the university’s selection criteria, annex 2 to the general syllabus for the subject). If applicants are found to have equal qualifications, preference will be given to applicants of the underrepresented sex. The term underrepresented sex here refers to if and when the share of either female or male students enrolled on the research study programme in the subject amounts to less than 40 per cent.
The application is made online. Click the button “Apply” to begin the application procedure.
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.
- Copies of relevant course/degree certificates and references verifying eligibility and criteria met.
- Independent project (degree project).
- Motivation letter.
As a general rule, applications and enclosures should be written in Swedish, Danish, Norwegian or English. Documents written in other languages must be translated into Swedish or English by an authorised translator. A list of authorised translators can be obtained from the Swedish Legal, Financial and Administrative Services Agency (www.kammarkollegiet.se).
When assessing higher education credentials from abroad, Örebro University follows the principles for validation applied by the Swedish Council for Higher Education (UHR). Applicants with higher education qualifications from abroad are recommended to contact UHR (http://www.uhr.se/) to have their qualifications assessed.
An application for admission to the programme is by default also an application for a doctoral studentship.
We welcome your application, marked with the appropriate ref. no., no later than 1st of January 2019.
We decline any contact with advertisers or recruitment agencies in the recruitment process.