Scientific agent system for interdisciplinary scientific research task and control method thereof

By leveraging the collaborative work of the intent recognition module, tool retrieval module, multidisciplinary intelligent agent cluster, planning intelligent agent, and code intelligent agent, the shortcomings of existing scientific research intelligent agent systems in structured knowledge representation and multidisciplinary task processing are addressed, achieving stability and automated planning for interdisciplinary scientific research tasks.

CN122174859APending Publication Date: 2026-06-09INST OF AUTOMATION CHINESE ACAD OF SCI
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
INST OF AUTOMATION CHINESE ACAD OF SCI
Filing Date
2026-02-05
Publication Date
2026-06-09

AI Technical Summary

Technical Problem

Existing scientific research intelligent agent systems lack structured knowledge representation, struggle to handle complex task chains, and fail to cover the multidisciplinary coupling needs in real-world scientific research, resulting in low system versatility for interdisciplinary scientific research tasks and low automated task planning capabilities.

Method used

An intent recognition module performs contextual semantic parsing, a tool retrieval module accurately locates inference tools, a multi-disciplinary intelligent agent cluster collaboratively processes data, a planning intelligent agent performs structured task decomposition and dynamic allocation, a code intelligent agent achieves automated planning, a summary intelligent agent generates reports, a review intelligent agent verifies logical consistency, and a research skills database supports professional processes.

Benefits of technology

It improves the system's stability in understanding complex scientific research tasks, reduces tool-calling illusions, ensures the rigor and feasibility of scientific research processes, and enhances the versatility and automated planning capabilities of interdisciplinary scientific research tasks.

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Abstract

This invention provides a scientific intelligent agent system and its control method for interdisciplinary scientific research tasks. The system includes: an intent recognition module for parsing the descriptive information of the research task to obtain semantic parsing results; a tool retrieval module for identifying target inference tools from a tool database; a multidisciplinary domain intelligent agent cluster; a planning agent for decomposing the research task according to the task objectives, obtaining multiple sub-tasks, and assigning the target sub-tasks to target discipline domain intelligent agents according to domain type; and a code agent for providing discipline task planning code corresponding to the target sub-tasks, and planning the target sub-tasks in conjunction with the target inference tool and the discipline analysis path corresponding to the target discipline domain intelligent agent to obtain discipline task planning results. The system and control method described in this invention improve the versatility and automated task planning capabilities of scientific intelligent agent systems for complex interdisciplinary scientific research tasks.
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