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Narrative Planning with Theory of Mind
We developed a symbolic model of belief for narrative planning, which allows characters to reason about each other's beliefs and intentions, including complex theory of mind (beliefs about beliefs about beliefs, etc.). This improves character believability in the generated stories, because it allows characters to make plans that include actions they anticipate others taking.

Publication

Chapter 2 of my dissertation: Belief Model


Rachelyn Farrell. Don't give me that story!--a human-centered framework for usable narrative planning. Ph.D. thesis at University of Kentucky, 2022.


Publication

AIIDE paper on handling intentionality with the belief model


Alireza Shirvani, Rachelyn Farrell, Stephen G. Ware. Combining intentionality and belief: revisiting believable character plans. In Proceedings of the 14th AAAI international conference on Artificial Intelligence and Interactive Digital Entertainment, pp. 222-228, 2018.


Publication

AIIDE paper on the belief model


Alireza Shirvani, Stephen G. Ware, Rachelyn Farrell. A possible worlds model of belief for state-space narrative planning. In Proceedings of the 13th AAAI international conference on Artificial Intelligence and Interactive Digital Entertainment, pp. 101-107, 2017.


Code

See also: Sabre on GitHub


Sabre is a narrative planning platform, written by my advisor Stephen G. Ware, which implements this belief model.