Large language models have demonstrated their capabilities in storyline
creation and human-like character role-playing. Current language model agents
mainly focus on reasonable behaviors from the level of individuals, and their
behaviors might be hard to constraint on the level of the whole storyline. In
this paper we introduce IBSEN, a director-actor coordinate agent framework that
generates drama scripts and makes the plot played by agents more controllable.
The director agent writes plot outlines that the user desires to see, instructs
the actor agents to role-play their characters, and reschedules the plot when
human players participate in the scenario to ensure the plot is progressing
towards the objective. To evaluate the framework, we create a novel drama plot
that involves several actor agents and check the interactions between them
under the instruction of the director agent. Evaluation results show that our
framework could generate complete, diverse drama scripts from only a rough
outline of plot objectives, meanwhile maintaining the characteristics of
characters in the drama. Our codes and prompts are available at
this https URL

IBSEN 是一种导演 - 演员协调代理框架，旨在生成剧本、控制角色行为，并确保情节向目标发展。它通过编写剧情大纲、指导演员代理角色扮演以及在人类玩家参与情景时重新安排情节，生成完整多样的剧本，同时保持戏剧角色的特性。