Has any work been done on using Artificial Intelligence /Machine Learning techniques in the kinds of games used on to teach strategy to business classes?
- to imitate human players / provide realistic opponents
- evaluate human players (e.g. using variance reduction techniques to get estimates of players' skill quicker)
- demonstrate optimal strategies
- human player manages Artificial Agents
https://www.cc.gatech.edu/~isbell/papers/digra09-challenges.pdf
http://www.diego-perez.net/papers/AIDrivenGameDesign.pdf
https://pdfs.semanticscholar.org/4131/b5830c3f52d8b3f3e71bc48571b882daac88.pdf
I have not seen any serious games in Management that use AI.
I would recommend you take a closer look at the games proposed by Apics (https://www.thefreshconnection.biz) and ERPsim (https://erpsim.hec.ca/en/erpsim).
Best regards,
Thanks for the replies.
Simon Tamayo Giraldo : Yes. Those are the kinds of games I was thinking of.
Rinat Mukhometzianov
: Those MOBA tutorial agents were interesting. So, these ideas are being explored in entertainment games. I didn't get a chance to read the Hildman paper yet but the abstract looks like it should be interesting.Mohamed AbdElAziz Khamis : The idea of AI driven design is one I like. But in educational games, I can see an advantage in an AI playing through the boring parts of a simulation and with the student replacing the AI for the most important and educational decisions.
- Badges
- Science topic