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Information Theoretic Evaluation of Random Content Generation in Games

Objective

INTERCOGAM’s goal is to develop and use information theory based intrinsic motivation formalisms to evaluate
automatically generated game mechanics. Content generation is one of the production bottlenecks of professional game
design, which has begun to be addressed by procedural content generation. In this field, search based procedural content
generation uses the idea of evolutionary algorithms to represent, modify and adapt games and game content to maximise
fun and engagement with the game. One major challenge here is the identification of widely applicable fitness functions,
which capture the different aspects of what makes a game fun, such as challenge level, complexity, pacing, etc.
INTERCOGAM will relate psychological and game design concepts of game experience to either existing formalisms for
intrinsic motivation or develop new ones, where appropriate. Human play testers will then play procedurally generated
games and evaluate their own experience, allowing us to verify whether our formalism captures the actual human motivation,
and whether humans indeed act according to certain intrinsic motivations. INTERCOGAM will yield both, a tool to generate
new and engaging game ideas, aiding better and faster game design, and provide new insights into how the human mind
engages with different worlds where there is no external reward present.

Keywords

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Programme(s)

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Topic(s)

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Funding Scheme

Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.

MSCA-IF - Marie Skłodowska-Curie Individual Fellowships (IF)

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Call for proposal

Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.

(opens in new window) H2020-MSCA-IF-2015

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Coordinator

THE UNIVERSITY OF HERTFORDSHIRE HIGHER EDUCATION CORPORATION
Net EU contribution

Net EU financial contribution. The sum of money that the participant receives, deducted by the EU contribution to its linked third party. It considers the distribution of the EU financial contribution between direct beneficiaries of the project and other types of participants, like third-party participants.

€ 251 857,80
Address
COLLEGE LANE
AL10 9AB Hatfield
United Kingdom

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Region
East of England Bedfordshire and Hertfordshire Hertfordshire
Activity type
Higher or Secondary Education Establishments
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Total cost

The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.

€ 251 857,80

Partners (1)

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