OPEN-THEATRE: An Open-Source Toolkit for LLM-based Interactive Drama
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arXiv
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| Main Authors: | , , , |
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| Format: | Preprint |
| Published: |
2025
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| _version_ | 1866912596167229440 |
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| author | Xu, Tianyang Wu, Hongqiu Wu, Weiqi Zhao, Hai |
| author_facet | Xu, Tianyang Wu, Hongqiu Wu, Weiqi Zhao, Hai |
| contents | LLM-based Interactive Drama introduces a novel dialogue scenario in which the player immerses into a character and engages in a dramatic story by interacting with LLM agents. Despite the fact that this emerging area holds significant promise, it remains largely underexplored due to the lack of a well-designed playground to develop a complete drama. This makes a significant barrier for researchers to replicate, extend, and study such systems. Hence, we present Open-Theatre, the first open-source toolkit for experiencing and customizing LLM-based interactive drama. It refines prior work with an efficient multi-agent architecture and a hierarchical retrieval-based memory system, designed to enhance narrative coherence and realistic long-term behavior in complex interactions. In addition, we provide a highly configurable pipeline, making it easy for researchers to develop and optimize new approaches. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2509_16713 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | OPEN-THEATRE: An Open-Source Toolkit for LLM-based Interactive Drama Xu, Tianyang Wu, Hongqiu Wu, Weiqi Zhao, Hai Computation and Language LLM-based Interactive Drama introduces a novel dialogue scenario in which the player immerses into a character and engages in a dramatic story by interacting with LLM agents. Despite the fact that this emerging area holds significant promise, it remains largely underexplored due to the lack of a well-designed playground to develop a complete drama. This makes a significant barrier for researchers to replicate, extend, and study such systems. Hence, we present Open-Theatre, the first open-source toolkit for experiencing and customizing LLM-based interactive drama. It refines prior work with an efficient multi-agent architecture and a hierarchical retrieval-based memory system, designed to enhance narrative coherence and realistic long-term behavior in complex interactions. In addition, we provide a highly configurable pipeline, making it easy for researchers to develop and optimize new approaches. |
| title | OPEN-THEATRE: An Open-Source Toolkit for LLM-based Interactive Drama |
| topic | Computation and Language |
| url | https://arxiv.org/abs/2509.16713 |