title: Ambient Adventures: Teaching ChatGPT on Developing Complex Stories
summary: Imaginative play is an area of creativity that could allow robots to engage
  with the world around them in a much more personified way. Imaginary play can
  be seen as taking real objects and locations and using them as imaginary
  objects and locations in virtual scenarios. We adopted the story generation
  capability of large language models (LLMs) to obtain the stories used for
  imaginary play with human-written prompts. Those generated stories will be
  simplified and mapped into action sequences that can guide the agent in
  imaginary play. To evaluate whether the agent can successfully finish the
  imaginary play, we also designed a text adventure game to simulate a house as
  the playground for the agent to interact.
paper_authors._id: 64cc55f0bb5d195b993c98c1
paper_authors.name: Zexin Chen
paper_authors._id: 64cc55f0bb5d195b993c98c2
paper_authors.name: Eric Zhou
paper_authors._id: 64cc55f0bb5d195b993c98c3
paper_authors.name: Kenneth Eaton
paper_authors._id: 64cc55f0bb5d195b993c98c4
paper_authors.name: Xiangyu Peng
paper_authors._id: 64cc55f0bb5d195b993c98c5
paper_authors.name: Mark Riedl
paper_title: Ambient Adventures: Teaching ChatGPT on Developing Complex Stories
paper_summary: Imaginative play is an area of creativity that could allow robots to engage
  with the world around them in a much more personified way. Imaginary play can
  be seen as taking real objects and locations and using them as imaginary
  objects and locations in virtual scenarios. We adopted the story generation
  capability of large language models (LLMs) to obtain the stories used for
  imaginary play with human-written prompts. Those generated stories will be
  simplified and mapped into action sequences that can guide the agent in
  imaginary play. To evaluate whether the agent can successfully finish the
  imaginary play, we also designed a text adventure game to simulate a house as
  the playground for the agent to interact.
paper_ai_summary: Large language models generate stories used to guide a robotic agent in imaginary play, which is evaluated in a simulated text adventure game.
paper_ai_keywords: large language models story generation action sequences text adventure game