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AI and Computer Games

Updated: Feb 28

๐Ÿš€๐Ÿ’ก Today we are launching our #didyouknow series of informative posts related to #AI and/or #robotics contributed by our core team members of Women in AI & Robotics. ๐Ÿค”


๐Ÿ•น Playing computer #games is fun, but did you know that there is a whole research area about Artificial Intelligence and Games? ๐ŸŽฎ


๐Ÿ”ผ AI can play the game:

Games are hard and interesting problems that offer different AI challenges. You've probably heard of the AI success in #Chess and Go, which are deterministic, turn-based games with perfect information. The research frontier lies in non-deterministic, real-time games with imperfect information.๐Ÿ’ก


๐Ÿ”ฝ AI can be used to model player experience. The aim of this is to:

โ—ฝ better understand player experience/behaviour

โ—ฝ assist designers and players

โ—ฝ increase the engagement with the game

โ—ฝ improve player experience


โ–ถ๏ธ Player experience is seen as the holy grail in game design and development because the perfect game is tailored to the player, learning from the player what is experienced as #fun.


โ—€๏ธ AI can support game design

Games are content-intensive. But this content needs to be created, too. The virtual worlds must be vast, diversified and interesting so that players don't get bored. #deeplearning can be used for procedural content generation.


๐Ÿž An example of AI-assisted generation of landscapes with hills and trees can be seen in this game jam project:

https://lnkd.in/etSHqT5

That's super mesmerizing to watch, isn't it?


#DidYouKnow #gaming #AI #letsplay #research #fun #reinforcementlearning

#RL #MonteCarloTreeSearch #PCG# womeninai


Contributing editor: Carina Mieth



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