mlsanityData to 7 Oct 2026

Ambient Adventures: Teaching ChatGPT on Developing Complex Stories

arXiv 2308.01734 ↗First posted 3 Aug 2023cs.CL cs.HCcited by 5

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Abstract (arXiv)

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.

Key facts. Cited by 5 papers in the map (data through 7 Oct 2026). Builds on 9 of its 11 references that are in the map. First posted on arXiv 3 Aug 2023.

Builds on

9 of 11 references.

References · 9

  1. 2020ALFWorld: Aligning Text and Embodied Environments for Interactive Learningcited by 1,143
  2. 2018TextWorld: A Learning Environment for Text-based Gamescited by 304
  3. 2022ScienceWorld: Is your Agent Smarter than a 5th Grader?cited by 298
  4. 2015Language Understanding for Text-based Games Using Deep Reinforcement Learningcited by 70
  5. 2017Event Representations for Automated Story Generation with Deep Neural Netscited by 62
  6. 2021Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoningcited by 29
  7. 2021Inherently Explainable Reinforcement Learning in Natural Languagecited by 16
  8. 2021Guiding Neural Story Generation with Reader Modelscited by 12
  9. 2023Story Shaping: Teaching Agents Human-like Behavior with Storiescited by 7

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Cited by year

Citing papers per year: 2023: 3; 2024: 2.

5 papers.

  1. 2023Art or Artifice? Large Language Models and the False Promise of Creativitycited by 168
  2. 2024PsychoGAT: A Novel Psychological Measurement Paradigm through Interactive Fiction Games with LLM Agentscited by 28
  3. 2023Experimental Narratives: A Comparison of Human Crowdsourced Storytelling and AI Storytellingcited by 26
  4. 2024Cohesive Conversations: Enhancing Authenticity in Multi-Agent Simulated Dialoguescited by 11
  5. 2023A New Dialogue Response Generation Agent for Large Language Models by Asking Questions to Detect User's Intentionscited by 6