Search Results

< Back An Exploratory Analysis of Student Experiences with Peer Evaluation in Group Game Development Projects Link Author(s) A Mitchell, M Scott, J Walton-Rivers, M Watkins, W New, D Brown Abstract More info TBA Link

< Back Discrete versus Ordinal Time-Continuous Believability Assessment Link Author(s) C Pacheco, D Melhart, A Liapis, GN Yannakakis, D Perez-Liebana Abstract More info TBA Link

< Back Modelling early user-game interactions for joint estimation of survival time and churn probability Link Author(s) V Bonometti, C Ringer, M Hall, AR Wade, A Drachen Abstract More info TBA Link

< Back Visual Referential Games Further the Emergence of Disentangled Representations Link Author(s) K Denamganaï, S Missaoui, JA Walker Abstract More info TBA Link

iGGi Partners We are excited to be collaborating with a number of industry partners. IGGI works with industry in some of the following ways: Student Industry Knowledge Transfer - this can take many forms, from what looks like a traditional placement, to a short term consultancy, to an ongoing relationship between the student and their industry partner. Student Sponsorship - for some of our students, their relationship with their industry partner is reinforced by sponsorship from the company. This is an excellent demonstration of the strength of the commitment and the success of the collaborations. In Kind Contributions - IGGI industry partners can contribute by attending and/or featuring in our annual conference, offering their time to give talks and masterclasses for our students, or even taking part in our annual game jam! There are many ways for our industry partners to work with IGGI. If you are interested in becoming involved, please do contact us so we can discuss what might be suitable for you. Swrve

< Back Shallow decision-making analysis in general video game playing Link Author(s) I Bravi, D Perez-Liebana, SM Lucas, J Liu Abstract More info TBA Link

< Back What are you looking at? Team fight prediction through player camera Link Author(s) M Tot, M Conserva, AP Chitayat, A Kokkinakis, S Patra, S Demediuk, ... Abstract More info TBA Link

< Back Echo Suite of Software (Showcase Brochure) Link Author(s) Florian Oliver Block, Marian Ursu, Jonathan David Hook, Ben Kirman, Anders Drachen, Simon Peter Demediuk, Athanasios Kokkinakis, [...], Alan Pedrassoli Chitayat, ... Abstract More info TBA Link

< Back A data-driven approach for examining the demand for relaxation games on Steam during the COVID-19 pandemic Link Author(s) M Croissant, M Frister Abstract More info TBA Link

A Word from The iGGi Director iGGi is a collaboration between Uni of York + Queen Mary Uni of London: the largest training programme worldwide for doing a PhD in digital games. A Word from the Director Welcome to iGGi! Below are a few words about the vision for iGGi, about who funds iGGi and why, and about why i GGi can be a force for good in a sometimes turbulent world. iGGi is short for the “EPSRC Centre for Doctoral Training in Intelligent Games and Game Intelligence” (EPSRC is short for “Engineering and Physical Sciences Research Council”). You can see why the name iGGi stuck! In , 120 PhD students spend 4 years learning cool stuff and conducting research in topics related to games and the games industry, working with 100 UK games companies . The big vision for iGGi is to inject research innovations and innovative researchers into the games industry. There is a strong economic argument for this, and there are even stronger social and cultural reasons. So where did iGGi come from and what is the vision that allowed us to win £30 million for games research? In the early 2000s, the games research community went through a huge growth spurt (which continues to this day). The economic, social and cultural power of video games meant that politicians and funders could no longer brush games aside as kid’s stuff. An opportunity arose in 2013 with the announcement of a competition for funding around 100 centres for PhD research in a focussed area of science or engineering. While it was clear that the call would be massively oversubscribed and very competitive, games seemed a good fit given the rise and rise of the financial size of the games market and the growing research community. We had more and more friends and contacts in the games industry. And we had shown that games could be funded at scale via projects such as UCT (£1.5 million) and NEMOG (1.2 million). A group of people from across academia and industry, with an interest in games research, came together to submit a bid and form a consortium. Our joint goal was to “make better games” and “make games better”. My role in this (as ‘Principal Investigator’) was as a synthesiser of ideas, as a recruiter of people who shared and refined these ideas, and as a writer and lobbyist who could package them up for referees who almost certainly lacked enthusiasm for games research. So how can we summarise the iGGi vision? The ‘IG’ in iGGi stands for ‘Intelligent Games’ - using research advances to make better games that provide richer, more fun experiences. The ‘GI’ in iGGi stands for ‘Game Intelligence’ - research which uses games to understand and inform people. In more detail: the following two paragraphs, from the 2013 iGGi bid, were probably among the most carefully written of the text in the whole bid document (redrafted dozens of times): Our vision is twofold: Intelligent Games: iGGi PhDs, investigators and collaborators will use research advances to seed the creation of a new generation of more intelligent and engaging digital games, to underpin the distinctiveness and growth of the UK games industry. We will weave technical and creative disciplines: using games as an application area to advance research in areas including artificial intelligence and computational creativity; human-computer interaction; interactive sound, graphics and narrative; robotics, agents and complex systems. The study of intelligent games will be underpinned by new business models and by research advances in data mining (game analytics) which can exploit vast volumes of gameplay data. Game Intelligence: iGGi PhDs, investigators and collaborators will investigate games as a medium to achieve scientific and societal goals, working with user groups and the games industry to produce new genres of games which can yield therapeutic, educational and social benefits and using games to seed a new era of scientific experimentation into human preference and interaction. We will create new games to conduct large-scale analysis of individual behaviour, leading to better understanding in economics, psychology, sociology, biology and human-computer interaction. We will build games which promote physical and mental health and educational achievement, underpinned by advances in mobile technology and data mining. This vision was refined and updated for the 2018 iGGi resubmission, especially given the enormous advances in machine learning and the cultural and social successes of games, but the text above remains a good overview of the high-level iGGi vision. But a vision is relatively static, and now, of course, iGGi is a community of brilliant, fun, caring, intelligent, curious research students, supported by staff and industry partners. So maybe the best way to find out more about iGGi is to read more about a few of them… I look forward to talking about games research with you! Peter Cowling iGGi Director Professor of AI, Queen Mary University of London

Industry Info iGGi is a collaboration between Uni of York + Queen Mary Uni of London: the largest training programme worldwide for doing a PhD in digital games. Industry Info iGGi is excited to be working with a wide range of partners from Industry and Academia to facilitate Knowledge Exchange. These collaborations take shape in multiple ways, but some of the most common include: > iGGi Conference: The next iGGi Conference takes place 10+11 Sep 2025 at the University of York . The iGGi Conference is an annual public event (registration necessary). Existing iGGi PG Researchers present their current work via exhibition and talks. Keynote speakers and panellists include members of Games Industry and iGGi Alumni. The iGGi Conference has become a niche networking platform for Games Industry and the wider Games Community. Importantly, we will have dedicated time slot for Networking on both Conference Day 1 + 2 (Wednesday and Thursday) . In the conference registration form, we ask all attendees to complete a mini-bio about themselves which we will make available to all conference guests on the day. The idea is that PG Researchers and Industry Members get an opportunity for informal 1-2-1 conversation, for either general chat, Knowledge Exchange, finding placement matches, or post-doc positions. Find more info about the iGGi Con 2025 on its dedicated website at www.iggi2025.org If you or your company are interested in participating in the Conference, please indicate so when you complete the conference registration form or contact iGGi Industry Liaison Susanne Binder directly via email. > iGGi Placements: During their time at iGGi, each PG Researcher will spend a minimum of 8 weeks (but typically around 3+ months) on placement. Companies who have hired iGGi PG Researchers for this type of Knowledge Exchange include big players such as Google Deep Mind, Microsoft, and Sony, but also a number of SMEs like Splash Damage, Revolution Software, Ninja Theory, and Die Gute Fabrik Story Tech. Follow this link to see iGGi PG Researchers who are currently available for placement. You can also check out our Testimonial page . > iGGi Seminars/Workshops: iGGi Seminars and Workshops are held at regular intervals throughout the year in various formats (i.e. online, in person, hybrid). They include Talks by invited guest speakers from industry or academia, Workshops organised by either our researchers/supervisors or one of our partners, Panels with up to four contributors, Demos on a specific technical topic or developed game, Hackathons on a problem defined by an Industry Partner, and Masterclasses. C ontact iGGi Industry Liaison Susanne Binder if you are interested in running a workshop or seminar for iGGi. > iGGi Projects/Co-funding: Companies such as Microsoft, Creative Assembly, and Square Enix have defined research projects based on a complex problem relevant to them; this has resulted in several successful (ongoing) collaborations where iGGi PGRs’ research proposals were matched to fit the respective project. In a few cases, the respecitve company decided to co-fund a studentship in return for research collaboration/IP rights. We are always looking for Industry to provide new research direction ideas and tell us about their research needs. > iGGi Supervision Teams: We strongly support the idea that each iGGi PGR’s supervision team should include at least one external supervisor, ideally someone who is actively working/engaged in the Games Industry. > Post-PhD Industry Positions: W ith a steady trickle of iGGi PG Researchers who are completing their doctorate, we can help promote post-PhD positions which an Industry Partner wishes to advertise; we can help put the partner in touch with any potentially matching candidates. Follow this link to see iGGi PG Researchers who are currently looking for post-PhD job opportunities. > Sponsorship of Events: Industry Partners can sponsor either a whole iGGi event or an element thereof, in return for a customised package (e.g., marketing). iGGi can provide further info on request. > Hosting iGGi at your Studio/Office: iGGi always welcomes invitations to offices of games studios and companies for a chance to look behind the scenes. In the past, such visits were often combined with an iGGi PG Researcher giving a short talk to the company's staff and/or vice versa, but the format is quite open. If your company/studio would like to host iGGi for a short visit, please get in touch ! > Engaging with iGGi Research by using iGGi Publications as a Resource: Over the last 10 years, iGGi PG Researchers have published a substantial amount of their research in the shape of conference papers, journal papers, book chapters, workshops, and of course their thesis, along other types of publication. We have created a searchable database for this body of work; feel free to browse it! ------ There are many ways for our industry partners to work with iGGi. If you are interested in becoming involved, please do contact us so we can discuss what might be suitable for you.

About iGGi is a collaboration between Uni of York + Queen Mary Uni of London: the largest training programme worldwide for doing a PhD in digital games. About iGGi Your Future in Games Research The EPSRC Centre for Doctoral Training in Intelligent Games and Game Intelligence (iGGi) is the world's largest PhD research programme focused on games research. Our mission is to unlock the full potential of games research to contribute to wellbeing, prosperity, and science by training the next generation of leading researchers, designers and developers in games. Based at the University of York, Queen Mary, Goldsmiths, and Essex, iGGi students undertake a four year PhD in impact-oriented games research, working closely with more than 80 partner organisations in the games industry and society. iGGi students advance games with research, software, patents, algorithms, data analytic techniques and creative works across a wide range of areas , from game AI and analytics to player experience and game design to games and play for health, education, or research. Game Research that Matters iGGi embraces a diversity of research approaches and topics: from humanistic studies of how autobiographical games convey meaning or designerly work on using stage magic in game design to rigorous trials of games for mental health or creative play with machine learning and advancing AI techniques for real-time MOBA play. At the heart of iGGi's approach to research are two principles: fostering dialogue between research and practice: we engage game creators, players, and other stakeholders throughout our research to ensure our work is inclusive, responsible, and makes a positive impact on the real needs of people and organisations fostering dialogue between engineering and human sciences: we believe innovative and responsible game research happens in interdisciplinary work that brings together perspectives from engineering (AI, data science, game-making) and humanities and behavioural sciences (HCI, psychology, design, game studies) While we welcome work across many themes, iGGi particularly focuses on two lines of work: Intelligent Games: Unlocking the value of research for the entertainment games industry, creating new engaging gameplay agents as well as new data- and AI-assisted tools and methods for making games and studying players Game Intelligence: Unlocking the value of games for wellbeing, learning, and science by advancing the design of applied or ‘serious’ games and gamification, the use of game data to understand the human condition, and our understanding of the positive and negative uses and effects of games. Game AI Player Research Applied Games Game Audio Design & Development Accessibility Creative Computing Esports Immersive Technology Game Data iGGi THEMES A Unique Community and Network PhD research is often solitary. Not so in iGGi : PhD students can collaborate with more than 70 other current PhD students and 60 leading academics all working on games. iGGi's past and present closely linked networks include the Digital Creativity Labs , XR Stories , WEAVR , and the Arena Research Cluster at the University of York, cutting-edge research and development centres for games, immersive storytelling, and esports, and the Game AI Research Group at QMUL, one of the largest research groups for technical games research world-wide. PhD students form a lasting cohort with everyone joining the programme in the same year, from joint training to working together in shared offices, and iGGi runs regular local and remote events to connect students further across sites and cohorts. The iGGi Con Every year, students co-organise the iGGi conference showcasing their research to academia and industry, and participate in the Global Game Jam. Students also travel to major industry and academic conferences like Develop, CoG, CHI, CHI Play, or FDG to network and disseminate their work. Finally, students co-organise research workshops on joint topics of interest with leading researchers and practitioners, and can conduct research visits with iGGi's academic partners abroad. iGGi Con info Meet the Team Meet The Team PG Researchers Meet our iGGi PGRs Supervisors/Staff Meet our Supervisors and other Staff Management Team Meet our iGGi Management Team Alumni Meet our iGGi Alumni Engaging Industry and Society To foster dialogue between research and practice, iGGi draws on a network of more than 80 partner organisations, spanning industry bodies (UKIE, TIGA, BGI, IGDA), developer studios (e.g. Sony Interactive Entertainment, Bossa Studios, Square Enix, Ubisoft, Creative Assembly, Revolution Software), industry suppliers (e.g. deltaDNA, Spirit AI, Player Research), advocacy groups (e.g. Women in Games, AbleGamers, BAME in Games, SafeInOurWorld), research centres at other universities and organizations (e.g. Microsoft Research, Nokia Bell Labs, UC Santa Cruz, UC Irvine, GeorgiaTech, Utrecht University, Monash University, NC State University, University of Waterloo, Tampere University), and media organisations (e.g. Screen Yorkshire, BBC). iGGi students spend at least eight weeks working with one or more of our partners to understand the realities and challenges of applying research in practice, tackle real-world problems, and make a positive difference. Beyond the members of our partner network, iGGi students have also worked with e.g. Splash Damage, Media Molecule, Google DeepMind, Prowler, Sue Ryder, BT, and many others, and iGGi is always looking for new partners to join our network. iGGi Partners Show all iGGi Partners A Rigorous Training Programme Over their four years of study, iGGi students receive a full year's worth of training to prepare them to do excellent and impactful research. In their first year, students take four 'core' training modules: Game Design: Students learn how to conceive, design, prototype and playtest their own games, be it for entertainment or a 'serious' purpose like health, education, or research. Game Research & Data: Students learn various methods for empirically studying games and players, including standard HCI methods and data science techniques for gaining insights from big data sets. Game Development & AI: Students learn how to develop game prototypes using standard industry game engines, explore novel interaction techniques and interfaces, and the state of AI applications in games, like AI opponents and collaborators, procedural content generation, or player modelling. Impact & Engagement: Students learn how to engage industry, players, and other societal stakeholders early on in their research, how to conduct responsible research and innovation that is overall beneficial to human wellbeing, and how to present their work online, to the media, and industry. These formal training modules are complemented by regular events and workshops, academic and industry knowledge exchange, and a wide range of optional modules depending on each students’ needs. See info on iGGi Training An Inclusive and Responsible Environment iGGi wants to be a positive agent of change for more inclusive, diverse, and responsible games and research communities. We especially welcome students from underserved communities, celebrate diversity in our events, and work with e.g. Women in Games and BAME in Games to reach out to students from diverse backgrounds. We work hard to increase the intellectual, ethnic, and gender diversity of our supervisor pool so students can find the right fit for them. We support flexible training and work arrangements to fit students’ family and health situations. We work with leading figures in responsible innovation and rigorous, open science media effects research to ensure our training and research critically engages with the potential positive and negative impacts of games and research innovations. Please note that iGGi CDT is now closed for recruitment: the last iGGi intake is September 2023. A Word from Peter Cowling, iGGi Director Word from iGGi Director General Note Please note: iGGi is funded via a grant from UK Research and Innovation (UKRI) / Engineering and Physical Science Research Council (EPSRC) . This means that studentships awarded by iGGi are subject to UKRI/EPSRC regulation as well as terms and conditons of the grant agreement. iGGi CDT is now closed for recruitment: the last iGGi intake is September 2023.