Machine Learning Analysis of Player Behaviour in Tomb Raider: Underworld | AI and Games

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Published on ● Video Link: https://www.youtube.com/watch?v=A89ZDjF51Nk


Tomb Raider: Underworld
Game:
Tomb Raider: Underworld (2008)
Duration: 15:32
42,092 views
1,730

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A written version of this video is available:

The AI and Games website:
http://aiandgames.com/tomb-raider/

Medium:
https://medium.com/@t2thompson/tombraider-60682f8fe36f

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Tomb Raider: Underworld may well be over a decade old, but it's home to a number of exciting research projects that sought to understand how players play the game once it is released to market.
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Research papers referenced in this episode are listed below:

- Drachen, A., & Canossa, A. (2009). Analyzing spatial user behavior in computer games using geographic information systems. In Proceedings of the 13th international MindTrek conference: Everyday life in the ubiquitous era (pp. 182-189). ACM.

https://www.researchgate.net/profile/Alessandro_Canossa/publication/307476789_Analyzing_User_Behavior_in_Digital_Games/links/5a1ee55b0f7e9b9d5e005056/Analyzing-User-Behavior-in-Digital-Games.pdf

- Drachen, A., Canossa, A., & Yannakakis, G. N. (2009). Player modeling using self-organization in Tomb Raider: Underworld. In Computational Intelligence and Games, 2009. CIG 2009. IEEE Symposium on (pp. 1-8). IEEE.

http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.456.4596&rep=rep1&type=pdf

- Mahlmann, T., Drachen, A., Togelius, J., Canossa, A., & Yannakakis, G. N. (2010). Predicting player behavior in Tomb Raider: Underworld. In Computational Intelligence and Games (CIG), 2010 IEEE Symposium on (pp. 178-185). IEEE.

http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.180.6405&rep=rep1&type=pdf

- Sifa, R., Drachen, A., Bauckhage, C., Thurau, C., & Canossa, A. (2013). Behavior evolution in Tomb Raider: Underworld. In Computational Intelligence in Games (CIG), 2013 IEEE Conference on (pp. 1-8). IEEE.

http://eldar.mathstat.uoguelph.ca/dashlock/CIG2013/papers/paper_57.pdf
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Soundtrack for this episode is the following tracks from the Tomb Raider: Underworld Soundtrack.

- Main Theme
- Coastal Thailand - Ruins
- The Path to Avalon
- The Norse Connection
- Thors God-Like Strength
- Puppet No Longer

#gamedev #MachineLearning #TombRaider



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tomb raider underworld
gamedev
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Artificial Intelligence
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Other Statistics

Tomb Raider: Underworld Statistics For AI and Games

AI and Games presently has 42,092 views for Tomb Raider: Underworld across 1 video, and less than an hour worth of Tomb Raider: Underworld videos were uploaded to his channel. This is less than 0.60% of the total video content that AI and Games has uploaded to YouTube.