Atari Games Challenge: A Pilot Study on Multimodal Player Experience Assessment
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arXiv
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| Main Authors: | , , , |
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| Format: | Preprint |
| Published: |
2026
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| _version_ | 1866913164379029504 |
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| author | Montoya, Oleg Jarma Manca, Erica Volden, Thomas Vase Schultz Burelli, Paolo |
| author_facet | Montoya, Oleg Jarma Manca, Erica Volden, Thomas Vase Schultz Burelli, Paolo |
| contents | We present a pilot study on the collection and synchronisation of multimodal data for player experience investigation. We collected game telemetry, self-reported surveys, biometrics, and cued-retrospective think-aloud (C-RTA) data from 19 participants playing three Atari 2600 games. The study then uses the data to investigate difficulty in PX, showcasing a protocol for future multimodal research.
The dataset obtained from the experiment, which is publicly available, shows potential as a rich, transformative source that can be used to investigate dynamic difficulty adjustment algorithms, game balancing strategies or broader explorations of games user research. The study findings suggest that the experimental approach holds strong potential for generalisation in future player experience studies. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2605_27261 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | Atari Games Challenge: A Pilot Study on Multimodal Player Experience Assessment Montoya, Oleg Jarma Manca, Erica Volden, Thomas Vase Schultz Burelli, Paolo Human-Computer Interaction We present a pilot study on the collection and synchronisation of multimodal data for player experience investigation. We collected game telemetry, self-reported surveys, biometrics, and cued-retrospective think-aloud (C-RTA) data from 19 participants playing three Atari 2600 games. The study then uses the data to investigate difficulty in PX, showcasing a protocol for future multimodal research. The dataset obtained from the experiment, which is publicly available, shows potential as a rich, transformative source that can be used to investigate dynamic difficulty adjustment algorithms, game balancing strategies or broader explorations of games user research. The study findings suggest that the experimental approach holds strong potential for generalisation in future player experience studies. |
| title | Atari Games Challenge: A Pilot Study on Multimodal Player Experience Assessment |
| topic | Human-Computer Interaction |
| url | https://arxiv.org/abs/2605.27261 |