Overview
Rather than working in isolation, as is usual in AI, the Decision Making for Complex Systems students at University of Cambridge will learn to develop these in a collaborative manner tied to a specific application domain. The CDT is focused on three areas, Uncertainty in complex systems, Decision-making with humans in the loop and Decision-making for ML systems. Model interpretability and explainability will be transversal to the three topics. Decision making with AI needs to be interpretable and explainable to facilitate interrogation of decision processes such that trust can be built by the human, and it is essential for understanding and meeting ethical and legal implications.
Requirements
This CDT programme requires students to complete one year of training at the University of Manchester leading to award of a Postgraduate Diploma in Artificial Intelligence, followed by research for a PhD degree at either the University of Manchester or Cambridge. Applications for admission to the CDT programme are made to the University of Manchester in the first instance. Successful applicants who chose a research project at the University of Cambridge will be invited to apply for admission to this PhD.Programme Structure
Curriculum includes:
- In their first PhD year, research students will be expected to complete a series of 12 core and optional units from the Research Skills Programme. The units are ungraded and the number of contact hours varies. Attendance is recorded and a complete log is requested at the same time as the first-year report and thesis proposal.
- Mandatory Research Skills Programme: in addition to the core units, all research students must select a further eight units from the selection of one- and two-hour topics throughout all years of their studies, or from classes offered by the Researcher Development Programme.
- At the discretion of the supervisor and to provide additional technical background for the PhD research, students may also be allowed to audit one or more modules taken from the MPhil in Advanced Computer Science course.
Key information
Duration
- Full-time
- 36 months
- Part-time
- 48 months
Start dates & application deadlines
- Starting
- Apply before
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Language
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Delivered
Campus Location
- Cambridge, United Kingdom
Disciplines
Artificial Intelligence View 20 other PhDs in Artificial Intelligence in United KingdomWhat students do after studying
Academic requirements
English requirements
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Other requirements
General requirements
- Applicants for this course should have achieved a Good II.i Honours Degree.
- If your degree is not from the UK, please check International Qualifications to find the equivalent in your country.
- You are required to pass the Postgraduate Diploma in Artificial Intelligence at the University of Manchester, taken as part of the UKRI AI CDT in Decision Making in Complex Systems programme.
Tuition Fees
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International Applies to you
Applies to youNon-residents42546 GBP / year≈ 42546 GBP / year -
Domestic Applies to you
Applies to youCitizens or residents11208 GBP / year≈ 11208 GBP / year
Living costs
Cambridge
The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.
Funding
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Scholarships Information
Below you will find PhD's scholarship opportunities for Decision Making for Complex Systems.
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