ABSTRACT
We present Why Are We Like This? (WAWLT), a mixed-initiative, co-creative storytelling game in which two players develop a story transcript by selecting and editing actions to perform and narrativize in an ongoing simulation. In this paper, we lay out the major technical features of WAWLT’s AI architecture—including story sifting via Datalog queries, social simulation, action suggestions, and player-specified but system-understandable author goals—and discuss how these features work together to produce a play experience that facilitates player creativity.
- Lea Albaugh, April Grow, Chenxi Liu, James McCann, Gillian Smith, and Jennifer Mankoff. 2016. Threadsteading: playful interaction for textile fabrication devices. In 2016 CHI Extended Abstracts. 285–288.Google Scholar
- Avery Alder. 2013. The Quiet Year. buriedwithoutceremony.com/the-quiet-year.Google Scholar
- Botnik. 2017. Predictive Writer. botnik.org/apps/writer.Google Scholar
- Kate Compton and Michael Mateas. 2015. Casual creators. In Proc. International Conference on Computational Creativity. 228–235.Google Scholar
- Mirjam Palosaari Eladhari. 2018. Re-tellings: the fourth layer of narrative as an instrument for critique. In Proc. ICIDS. Springer, 65–78.Google Scholar
- Mirjam P Eladhari, Anne Sullivan, Gillian Smith, and Josh McCoy. 2011. AI-based game design: enabling new playable experiences. Technical Report. UC Santa Cruz Baskin School of Engineering, Santa Cruz, CA.Google Scholar
- Richard Evans and Emily Short. 2013. Versu—a simulationist storytelling system. IEEE TCIAIG 6, 2 (2013), 113–130.Google Scholar
- Jacob Garbe. 2018. Simulation of history and recursive narrative scaffolding. project.jacobgarbe.com/simulation-of-history-and-recursive-narrative-scaffolding.Google Scholar
- Max Kreminski, Devi Acharya, Nick Junius, Elisabeth Oliver, Kate Compton, Melanie Dickinson, Cyril Focht, Stacey Mason, Stella Mazeika, and Noah Wardrip-Fruin. 2019. Cozy Mystery Construction Kit: prototyping toward an AI-assisted collaborative storytelling mystery game. In Proc. FDG.Google ScholarDigital Library
- Max Kreminski, Melanie Dickinson, Michael Mateas, and Noah Wardrip-Fruin. 2020. Why Are We Like This?: Exploring Writing Mechanics for an AI-Augmented Storytelling Game. In Proc. Electronic Literature Organization.Google Scholar
- Max Kreminski, Melanie Dickinson, and Noah Wardrip-Fruin. 2019. Felt: a simple story sifter. In Proc. ICIDS. Springer, 267–281.Google Scholar
- Max Kreminski, Ben Samuel, Edward Melcer, and Noah Wardrip-Fruin. 2019. Evaluating AI-based games through retellings. In Proc. AIIDE, Vol. 15. 45–51.Google ScholarCross Ref
- Max Kreminski and Noah Wardrip-Fruin. 2019. Generative games as storytelling partners. In Proc. FDG.Google ScholarDigital Library
- Antonios Liapis, Georgios N Yannakakis, Constantine Alexopoulos, and Phil Lopes. 2016. Can computers foster human users’ creativity? Theory and praxis of mixed-initiative co-creativity. Digital Culture & Education 8, 2 (2016), 136–153.Google Scholar
- Enrique Manjavacas, Folgert Karsdorp, Ben Burtenshaw, and Mike Kestemont. 2017. Synthetic literature: writing science fiction in a co-creative process. In Proc. Computational Creativity in Natural Language Generation (CC-NLG). 29–37.Google ScholarCross Ref
- Chris Martens and Matthew A Hammer. 2017. Languages of play: towards semantic foundations for game interfaces. In Proc. FDG. 32–41.Google ScholarDigital Library
- James R Meehan. 1977. TALE-SPIN, an interactive program that writes stories. In Proc. IJCAI. 91–98.Google Scholar
- Nikita Prokopov. 2014. DataScript. github.com/tonsky/datascript.Google Scholar
- Aaron Reed. 2018. Archives of the Sky. archivesofthesky.textories.com.Google Scholar
- Ben Robbins. 2011. Microscope: A Fractal Role-Playing Game of Epic Histories. lamemage.com/microscope.Google Scholar
- Melissa Roemmele and Andrew S Gordon. 2015. Creative Help: a story writing assistant. In Proc. ICIDS. Springer, 81–92.Google Scholar
- James Ryan. 2018. Curating Simulated Storyworlds. Ph.D. Dissertation. UC Santa Cruz.Google Scholar
- James Owen Ryan, Michael Mateas, and Noah Wardrip-Fruin. 2015. Open design challenges for interactive emergent narrative. In Proc. ICIDS. Springer, 14–26.Google Scholar
- James Owen Ryan, Adam Summerville, Michael Mateas, and Noah Wardrip-Fruin. 2015. Toward characters who observe, tell, misremember, and lie. In Proc. AIIDE.Google Scholar
- Ben Samuel, Michael Mateas, and Noah Wardrip-Fruin. 2016. The design of Writing Buddy: a mixed-initiative approach towards computational story collaboration. In Proc. ICIDS. Springer, 388–396.Google Scholar
- Ben Samuel, James Ryan, Adam J Summerville, Michael Mateas, and Noah Wardrip-Fruin. 2016. Bad News: an experiment in computationally assisted performance. In Proc. ICIDS. Springer, 108–120.Google Scholar
- Robin Sloan. 2016. Writing with the machine. robinsloan.com/notes/writing-with-the-machine.Google Scholar
- Ingibergur Sindri Stefnisson and David Thue. 2018. Mimisbrunnur: AI-assisted authoring for interactive storytelling. In Proc. AIIDE. 236–242.Google ScholarCross Ref
- Noah Wardrip-Fruin. 2009. Expressive Processing: Digital Fictions, Computer Games, and Software Studies. MIT Press.Google ScholarDigital Library
- Why Are We Like This?: The AI Architecture of a Co-Creative Storytelling Game
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