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Overview
The Artificial Intelligence, A Practical Introduction course from University of Warwick combines the use of logical, game-theoretic and algorithmic analysis.
Learning Outcomes
Students will learn the basic methodologies for the design and the analysis of AI in complex systems with many interacting agents, ranging from competitive to cooperative interaction. The course take will be interdisciplinary, touching upon themes that are important for computer science, economics, and philosophy.
By the end of the course the students will learn how to program a strategic agent participating in an auction. During the allocated seminars time students will be receive support on the programming skills required for the task (Python), from scratch.
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Visit programme websiteProgramme Structure
Topics to be covered include:- Agents: definitions, applications
- Reasoning: logic and agents, knowledge representation, inference mechanisms
- Decision-making: actions, time and risk
- Learning: introduction to reinforcement learning
- Introduction to multi-agent systems: definitions, strategies and knowledge, collective strategies, agent application areas.
- Multi-agent reasoning: multi-agent epistemic logic, action logics, deliberation, BDI models.
- Modelling opponents: uncertainty and expectations, multi-agent learning.
- Competitive models: strategies and equilibria, opponent modelling.
- Cooperative models: bargaining and negotiation, resource allocation, inter-agent relationships.
- Open Issues: development methodology, programming languages, standards.
- Beginner to intermediate python.
- Learning algorithms in python: regret matching, q-learning, genetic algorithms, collective intelligence.
- Writing software bots to compete in games with uncertain environments.
Check out the full curriculum
Visit programme websiteKey information
Duration
- Full-time
- 15 days
Start dates & application deadlines
- Starting
- Apply before
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Language
English
Credits
3 alternative credits
3-4 credits (US) 7.5 ECTS points (EU)
Delivered
On Campus
Disciplines
Artificial Intelligence View 35 other Short Courses in Artificial Intelligence in United KingdomExplore more key information
Visit programme websiteAcademic requirements
We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.
English requirements
We are not aware of any English requirements for this programme.
Student insurance
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- Additional medical costs (i.e. dental)
- Repatriation, if something happens to you or your family
- Liability
- Home contents and baggage
- Accidents
- Legal aid
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Other requirements
General requirements
- There are no prerequisites to this course, however students should keep in mind that it is ultimately a technical course, where mathematical and programming knowledge will be provided.
- This course is open to students studying any discipline at University level. We welcome individuals from all backgrounds, including students who are currently studying another subject but who want to broaden their knowledge in another discipline.
- Students should also meet our standard entry requirements and must be aged 18 or over by the time the Summer School commences and have a good understanding of the English language.
Make sure you meet all requirements
Visit programme websiteTuition Fee
To always see correct tuition fees
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International
3150 GBP/fullTuition FeeBased on the tuition of 3150 GBP for the full programme during 15 days. -
National
3150 GBP/fullTuition FeeBased on the tuition of 3150 GBP for the full programme during 15 days.
For any students in full-time education at any University or College worldwide: £2350
Living costs for Coventry
656 - 1057 GBP /month
Living costs
The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.
Funding
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