Summary of Ibsen: Director-actor Agent Collaboration For Controllable and Interactive Drama Script Generation, by Senyu Han et al.
IBSEN: Director-Actor Agent Collaboration for Controllable and Interactive Drama Script Generation
by Senyu Han, Lu Chen, Li-Min Lin, Zhengshan Xu, Kai Yu
First submitted to arxiv on: 1 Jul 2024
Categories
- Main: Computation and Language (cs.CL)
- Secondary: Artificial Intelligence (cs.AI); Multiagent Systems (cs.MA)
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| Summary difficulty | Written by | Summary |
|---|---|---|
| High | Paper authors | High Difficulty Summary Read the original abstract here |
| Medium | GrooveSquid.com (original content) | Medium Difficulty Summary The introduced IBSEN framework enables the creation of drama scripts with controllable plot progression through a director-actor coordinate agent system. This medium-difficulty summary highlights the framework’s capabilities in generating diverse and coherent drama scripts from user-defined plot objectives, while maintaining character characteristics. The framework consists of a director agent that writes plot outlines, instructs actor agents to role-play characters, and reschedules the plot when human players participate. Evaluation results demonstrate IBSEN’s effectiveness in producing complete and varied drama scripts. The paper contributes to the development of large language models in storyline creation and human-like character role-playing. |
| Low | GrooveSquid.com (original content) | Low Difficulty Summary IBSEN is a new way for computers to create stories with human actors. It helps make sure the story stays on track and includes characters acting like they should. The system has three parts: a director, actor agents, and humans playing roles. The director makes a plan for the story, tells the actor agents what to do, and changes things when humans join in. Tests show that IBSEN can create many different stories from just a few ideas, while keeping character traits consistent. |
