Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects | Paper Citation Record

Observation 09867464-f7e7-4626-9cb6-3340628c410a · inbound

A Survey on the Memory Mechanism of Large Language Model based Agents cites this paper.

A Survey on the Memory Mechanism of Large Language Model based Agents Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 78

Resolution: verified exact; arxiv_id, observed 2026-05-15T07:21:39.936985Z

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Observation 269967b8-3982-47f2-9bd0-c4dd1161aab5 · inbound

Large Language Model-Based Agents for Software Engineering: A Survey cites this paper.

Large Language Model-Based Agents for Software Engineering: A Survey Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-17T12:35:48.405628Z

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Observation 3fd9e29f-5620-4bb2-827d-32acfab3c41a · inbound

Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks cites this paper.

Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-16T18:49:38.728004Z

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Observation 4d4f7171-65ca-453b-ac1a-3de167885941 · inbound

Large Language Model-Brained GUI Agents: A Survey cites this paper.

Large Language Model-Brained GUI Agents: A Survey Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-19T11:08:28.003683Z

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Observation 7fcaabaf-4350-4df7-bccc-fef08012bdbd · inbound

Preference Goal Tuning: Post-Training as Latent Control for Frozen Policies cites this paper.

Preference Goal Tuning: Post-Training as Latent Control for Frozen Policies Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-23T08:22:44.312722Z

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Observation 879617f1-dafc-48d0-a39e-023078786085 · inbound

AutoPatent: A Multi-Agent Framework for Automatic Patent Generation cites this paper.

AutoPatent: A Multi-Agent Framework for Automatic Patent Generation Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 6

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Observation b6bc89b3-aef5-4962-8941-7220c6179189 · inbound

Towards Action Hijacking of Large Language Model-based Agent cites this paper.

Towards Action Hijacking of Large Language Model-based Agent Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-11T15:41:57.560929Z

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Observation ec654e55-945d-4366-a257-e53346503bea · inbound

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" cites this paper.

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist" Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 6

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Observation 1eddefcc-d1ba-4d56-bc8f-8c5bb9b76acc · inbound

Defining and Detecting the Defects of the Large Language Model-based Autonomous Agents cites this paper.

Defining and Detecting the Defects of the Large Language Model-based Autonomous Agents Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 2

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Observation c7723032-aacd-4e16-96aa-d6d4b07ffa1b · inbound

Addressing the sustainable AI trilemma: a case study on LLM agents and RAG cites this paper.

Addressing the sustainable AI trilemma: a case study on LLM agents and RAG Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:34.690768Z

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Observation 9359591a-19dd-43a1-b28f-42ead42bd4af · inbound

Meta-Prompt Optimization for LLM-Based Sequential Decision Making cites this paper.

Meta-Prompt Optimization for LLM-Based Sequential Decision Making Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 4

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Observation 7ac073ff-9d07-4bd0-a484-31bec8094c44 · inbound

Large Language Model-Enhanced Multi-Armed Bandits cites this paper.

Large Language Model-Enhanced Multi-Armed Bandits Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T16:35:28.399651Z

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Observation e6ff26fb-4e8f-47b0-bbc9-b222d2d71161 · inbound

Agentic AI Systems Applied to tasks in Financial Services: Modeling and model risk management crews cites this paper.

Agentic AI Systems Applied to tasks in Financial Services: Modeling and model risk management crews Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T19:23:59.736192Z

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Observation 3143daae-9308-4516-a61d-0bc92d980904 · inbound

Distributed Approach to Haskell Based Applications Refactoring with LLMs Based Multi-Agent Systems cites this paper.

Distributed Approach to Haskell Based Applications Refactoring with LLMs Based Multi-Agent Systems Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 7

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Observation 9d019a3b-4ca8-4a8c-b2b8-2aae6e4be184 · inbound

Large Language Model Agent: A Survey on Methodology, Applications and Challenges cites this paper.

Large Language Model Agent: A Survey on Methodology, Applications and Challenges Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:52:10.099020Z

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Observation 3a0c8fd9-a770-450d-ad8b-ecd8c9dded02 · inbound

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems cites this paper.

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 258

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:42:10.865094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2ffc2f9f-a162-43bc-829d-38c061804b11 · inbound

Are AI agents the new machine translation frontier? Challenges and opportunities of single- and multi-agent systems for multilingual digital communication cites this paper.

Are AI agents the new machine translation frontier? Challenges and opportunities of single- and multi-agent systems for multilingual digital communication Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T12:21:51.231824Z

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Observation e84f4957-a3d2-42eb-abf4-e3628d0cb262 · inbound

Generative to Agentic AI: Survey, Conceptualization, and Challenges cites this paper.

Generative to Agentic AI: Survey, Conceptualization, and Challenges Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T10:10:24.811958Z

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Observation 9dc281a9-f85e-4bf7-a03f-ca5794d11793 · inbound

AI agents may be worth the hype but not the resources (yet): An initial exploration of machine translation quality and costs in three language pairs in the legal and news domains cites this paper.

AI agents may be worth the hype but not the resources (yet): An initial exploration of machine translation quality and costs in three language pairs in the legal and news domains Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 201

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Observation f2f4bfb3-efeb-46c6-8717-3587b050d694 · inbound

Facilitating Video Story Interaction with Multi-Agent Collaborative System cites this paper.

Facilitating Video Story Interaction with Multi-Agent Collaborative System Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-16T04:29:48.209280Z

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Observation 4fed519c-e23f-4e5c-abfe-eb7e68396a9c · inbound

Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows cites this paper.

Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-15T23:34:30.075992Z

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Observation cbe2aaf1-17b6-44d5-854d-33e92d732f8e · inbound

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation cites this paper.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 6

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Observation 57ac4929-fcb5-4384-8c2e-1a8603f46233 · inbound

SafeScientist: Toward Risk-Aware Scientific Discoveries by LLM Agents cites this paper.

SafeScientist: Toward Risk-Aware Scientific Discoveries by LLM Agents Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 2

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SAFEFLOW: A Principled Protocol for Trustworthy and Transactional Autonomous Agent Systems cites this paper.

SAFEFLOW: A Principled Protocol for Trustworthy and Transactional Autonomous Agent Systems Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:34.098762Z

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GenControl: Generative AI-Driven Autonomous Design of Control Algorithms cites this paper.

GenControl: Generative AI-Driven Autonomous Design of Control Algorithms Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T00:50:20.931859Z

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Integrating Traditional Technical Analysis with AI: A Multi-Agent LLM-Based Approach to Stock Market Forecasting cites this paper.

Integrating Traditional Technical Analysis with AI: A Multi-Agent LLM-Based Approach to Stock Market Forecasting Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 7

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Observation 79411ee0-1ba2-4deb-9cd8-bce54fa4b545 · inbound

LLM-based Multi-Agent System for Intelligent Refactoring of Haskell Code cites this paper.

LLM-based Multi-Agent System for Intelligent Refactoring of Haskell Code Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T18:40:43.427789Z

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Observation 4afb63a0-372d-4474-a4ee-cdf47016d1cb · inbound

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead cites this paper.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 39

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Observation 8a2d8925-c878-4c34-add3-807a6e124bd9 · inbound

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents cites this paper.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T21:34:41.287590Z

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Observation 7ec6ffca-efda-4636-ab8e-6bfac8d083eb · inbound

Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence and its Societal Impact cites this paper.

Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence and its Societal Impact Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 120

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Roadmap for using large language models (LLMs) to accelerate cross-disciplinary research with an example from computational biology cites this paper.

Roadmap for using large language models (LLMs) to accelerate cross-disciplinary research with an example from computational biology Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 33

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Observation 9dfa9179-58c9-414c-9061-50f86c5b0c73 · inbound

A Survey of Context Engineering for Large Language Models cites this paper.

A Survey of Context Engineering for Large Language Models Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 175

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:58:45.513837Z

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Observation 23c0dfcc-6b2b-45e0-bc95-3a576edf238a · inbound

Magentic-UI: Towards Human-in-the-loop Agentic Systems cites this paper.

Magentic-UI: Towards Human-in-the-loop Agentic Systems Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 11

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Observation a6184709-5789-4824-a3b8-4cb999128724 · inbound

Phi-Ground Tech Report: Advancing Perception in GUI Grounding cites this paper.

Phi-Ground Tech Report: Advancing Perception in GUI Grounding Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 3

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Observation 2fcbe832-6616-433e-9ab1-a41bb8805e8f · inbound

AgentSME for Simulating Diverse Communication Modes in Smart Education cites this paper.

AgentSME for Simulating Diverse Communication Modes in Smart Education Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 5

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Observation 2c0634fb-ae2f-4a98-8535-1fb710254f7c · inbound

STARec: An Efficient Agent Framework for Recommender Systems via Autonomous Deliberate Reasoning cites this paper.

STARec: An Efficient Agent Framework for Recommender Systems via Autonomous Deliberate Reasoning Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 2024

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Observation 054a4c60-8a98-47b0-b252-8590dcd16978 · inbound

Encouraging Good Processes Without the Need for Good Answers: Reinforcement Learning for LLM Agent Planning cites this paper.

Encouraging Good Processes Without the Need for Good Answers: Reinforcement Learning for LLM Agent Planning Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 2

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Observation 45ea9c61-4a92-4f4e-8091-69f706c21af2 · inbound

SoK: Security and Privacy of AI Agents for Blockchain cites this paper.

SoK: Security and Privacy of AI Agents for Blockchain Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 36

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Observation a2f76779-8f91-4713-ae0c-2a8774b416fe · inbound

An Empirical Study of Testing Practices in Open Source AI Agent Frameworks and Agentic Applications cites this paper.

An Empirical Study of Testing Practices in Open Source AI Agent Frameworks and Agentic Applications Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-18T14:12:39.766393Z

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Observation 4657f33a-2d43-40bc-9fe0-fa22892368f1 · inbound

Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution cites this paper.

Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 1

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Observation e73f7b6f-5b98-48af-a1ec-ec48f3c2f323 · inbound

SUPERGLASSES: Benchmarking Vision Language Models as Intelligent Agents for AI Smart Glasses cites this paper.

SUPERGLASSES: Benchmarking Vision Language Models as Intelligent Agents for AI Smart Glasses Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-15T19:20:16.419876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 24bb6d6d-f346-4f22-b55d-cfdd85065a2d · inbound

Hive: A Multi-Agent Infrastructure for Algorithm- and Task-Level Scaling cites this paper.

Hive: A Multi-Agent Infrastructure for Algorithm- and Task-Level Scaling Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:36:36.710649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 00b59cff-f5f9-44eb-97a5-e8f1d3185c84 · inbound

Multi-Agent Coordination Adaptation via Structure-Guided Orchestration cites this paper.

Multi-Agent Coordination Adaptation via Structure-Guided Orchestration Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T19:43:54.928758Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8c2b344c-2a65-4b5b-af89-26b004bca8a3 · inbound

MACReD: A Multi-Agent Collaborative Reasoning Framework for Reaction Diagram Parsing cites this paper.

MACReD: A Multi-Agent Collaborative Reasoning Framework for Reaction Diagram Parsing Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:43:26.131777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2e3976fa-b908-49d5-9b45-818644cae50b · inbound

Agora: Toward Autonomous Bug Detection in Production-Level Consensus Protocols with LLM Agents cites this paper.

Agora: Toward Autonomous Bug Detection in Production-Level Consensus Protocols with LLM Agents Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T06:33:12.197292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 83edb220-325b-49d0-959c-243e776a82ab · inbound

MemTools: A Unified Research Framework for Interoperable Agent Memory cites this paper.

MemTools: A Unified Research Framework for Interoperable Agent Memory Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 26

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Observation 30e89ede-5710-445c-9bb6-5419cf301563 · inbound

Systematic Literature Reviews With Two Multi-Agentic Systems And Human-In-The-Loop cites this paper.

Systematic Literature Reviews With Two Multi-Agentic Systems And Human-In-The-Loop Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-15T15:34:46.630593Z

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Observation 346fcdcf-add6-40b3-b1da-c5168dada249 · inbound

CommitKV: Lifecycle-Aware KV Cache Compression via Commit Transitions for Multi-Turn Agents cites this paper.

CommitKV: Lifecycle-Aware KV Cache Compression via Commit Transitions for Multi-Turn Agents Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-12T00:50:51.064289Z

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Observation 1d213ae3-4bf1-4898-b412-582b3c404c41 · inbound

Developing LLM-based Multi-Agent Systems in Software Engineering: A Mixed-Method Experience Report cites this paper.

Developing LLM-based Multi-Agent Systems in Software Engineering: A Mixed-Method Experience Report Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 166

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