Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:59:19.122130Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 2 inbound Pith citation observations for arXiv:2505.08446.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:59:19.122130Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-31T13:33:28.292000Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-14T18:52:35.618911Z
26 of 26 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 710aa158-7443-4f74-8bd2-94353bc996c7 · outbound
Agent-as-a-Service based on Agent Network A Comprehensive Survey on Multi-Agent Cooperative Decision-Making: Scenarios, Approaches, Challenges and Perspectives
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59ad2bcf-8e55-48cc-b2eb-d630ae53214c · outbound
Agent-as-a-Service based on Agent Network A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6341eae7-40a5-4392-a542-fbc24a9583fe · outbound
Agent-as-a-Service based on Agent Network Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0887d50-172c-4aca-a89d-44dbda288ebd · outbound
Agent-as-a-Service based on Agent Network Model context protocol (mcp): Landscape, security threats, and future research directions, 2025
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 19c01daf-108b-4199-bfb9-c62eca7cc94c · outbound
Agent-as-a-Service based on Agent Network Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 62d7e382-dc2c-4aa8-a0d0-7e10cef7e3d4 · outbound
Agent-as-a-Service based on Agent Network A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c58f5fb2-8b10-4fde-9b49-e32ba057c19d · outbound
Agent-as-a-Service based on Agent Network Generative agents: Interactive simulacra of human behavior
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 270b2777-8f0f-4777-ae1d-18183ada1ef0 · outbound
Agent-as-a-Service based on Agent Network GRUtopia: Dream General Robots in a City at Scale
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbab936b-4b0b-40db-bb77-ee427c25035d · outbound
Agent-as-a-Service based on Agent Network Caven: an embodied conversational agent for efficient audio-visual navigation in noisy environments
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 681612ca-6231-4c62-8148-49da9635f583 · outbound
Agent-as-a-Service based on Agent Network ChatDev: Communicative Agents for Software Development
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a7cadb7-31e5-4c6d-a852-445bb291663a · outbound
Agent-as-a-Service based on Agent Network Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf46ba5c-4b58-4286-a3f5-c52c99bee1c6 · outbound
Agent-as-a-Service based on Agent Network User behavior simulation with large language model-based agents.ACM Transactions on Information Systems, 43(2):1–37, 2025
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 721e90ad-a701-43bb-9dd9-fe5f496f75b8 · outbound
Agent-as-a-Service based on Agent Network Alpacafarm: A simulation framework for methods that learn from human feedback.Advances in Neural Information Processing Systems, 36:30039–30069, 2023
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f15f41cf-7946-484b-80ef-f8bacae2f722 · outbound
Agent-as-a-Service based on Agent Network Agents4PLC: Automating Closed-loop PLC Code Generation and Verification in Industrial Control Systems using LLM-based Agents
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ee2731d-0473-4ee8-877a-b71650d63a53 · outbound
Agent-as-a-Service based on Agent Network MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c137e31a-0e4b-4c1b-a436-7284cc7aafba · outbound
Agent-as-a-Service based on Agent Network Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74ef9016-e042-475a-b3e2-1cd8a03b63ec · outbound
Agent-as-a-Service based on Agent Network Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7c91a10-6fb5-4277-8731-406700e7136d · outbound
Agent-as-a-Service based on Agent Network ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b77d0e61-1a41-45c0-b97b-f5c1b6b51d14 · outbound
Agent-as-a-Service based on Agent Network Chain-of-thought prompting elicits reasoning in large language models.Advances in neural information processing systems, 35:24824–24837, 2022
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bf1acab-a024-4fa4-a51a-482582a9ad88 · outbound
Agent-as-a-Service based on Agent Network Self-Consistency Improves Chain of Thought Reasoning in Language Models
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d68ddd8c-2ba4-4e49-8463-b6e2f4a680dd · outbound
Agent-as-a-Service based on Agent Network React: Synergizing reasoning and acting in language models
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8044e21b-b242-4c73-81cb-4f62bbfc4e10 · outbound
Agent-as-a-Service based on Agent Network Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 36:8634–8652, 2023
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1130c40-c26b-41c7-bdc5-d85390925af4 · outbound
Agent-as-a-Service based on Agent Network Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face.Advances in Neural Information Processing Systems, 36:38154–38180, 2023
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 02e835bd-37b3-44a0-9e48-c050e12c43a0 · outbound
Agent-as-a-Service based on Agent Network Self-contrast: Better reflection through inconsistent solving perspectives
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 10eb7220-1eb7-4e87-8b0a-3bd4e4052631 · outbound
Agent-as-a-Service based on Agent Network Chatdev: Communicative agents for software development
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e52a93e8-d65a-4213-b838-c00b8d265ee8 · outbound
Agent-as-a-Service based on Agent Network Gptswarm: Language agents as optimizable graphs
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d0c0eb42-ad49-4afc-a806-04aaa12dacb2 · inbound
OpenAaaS: An Open Agent-as-a-Service Framework for Distributed Materials-Informatics Research Agent-as-a-Service based on Agent Network
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b6c1be75-cfb2-4823-a809-82cf3bc77968 · inbound
Agentic Metaverse Services: A New As-a-Service Paradigm Agent-as-a-Service based on Agent Network
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.