Paper Citation Record · LEDGER

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications

As of 10 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 3 inbound Pith citation observations for arXiv:2508.12683.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.12683 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T19:22:38.208581Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-01T01:38:42.824342Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-01T12:55:44.176071Z

Reference resolution

26 of 26 outbound references displayed

verified exact2
verified fuzzy19
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1563efb7-083a-49ca-ba0c-714495a3cb0a · outbound

This paper cites How to build multi agent ai system, June 2025.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications How to build multi agent ai system, June 2025

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:22:43.752231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5d3a8d57-1578-4cd1-9c23-4964f15f10cc · outbound

This paper cites Feudal Multi-Agent Hierarchies for Cooperative Reinforcement Learning.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications Feudal Multi-Agent Hierarchies for Cooperative Reinforcement Learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T19:22:36.675006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 532b8078-05a0-45c1-9b88-6e0895d40436 · outbound

This paper cites Developing multi-agent systems with a FIPA -compliant agent framework.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications Developing multi-agent systems with a FIPA -compliant agent framework

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:22:43.357515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0c7a8a56-6090-47d0-82b5-8e5d61e3a90f · outbound

This paper cites A multi--agent system for oil field management.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications A multi--agent system for oil field management

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:22:43.135463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ae5b85fd-21a5-486f-a1c1-b34472bd8ed9 · outbound

This paper cites Messier, and Sebastian Magierowski.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications Messier, and Sebastian Magierowski

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:22:42.890396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4caa902e-3d50-474b-bf34-193fa0d6410a · outbound

This paper cites A decentralized hierarchical multi-agent framework for smart grid sustainable energy management.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications A decentralized hierarchical multi-agent framework for smart grid sustainable energy management

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:22:42.641777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ae73eba2-9b97-4e17-9a86-31a92118d698 · outbound

This paper cites an unresolved cited work.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:22:42.402971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e27bd32c-46f5-40e3-8b49-d07d67077fca · outbound

This paper cites Partial global planning: A coordination framework for distributed hypothesis formation.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications Partial global planning: A coordination framework for distributed hypothesis formation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:22:42.141149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f813f270-397c-40d6-97af-9e438b33c43a · outbound

This paper cites Hierarchical Consensus-Based Multi-Agent Reinforcement Learning for Multi-Robot Cooperation Tasks.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications Hierarchical Consensus-Based Multi-Agent Reinforcement Learning for Multi-Robot Cooperation Tasks

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-05T19:22:39.494275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0b586572-579f-4426-ad1a-91ad2c556d02 · outbound

This paper cites Practical drone delivery.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications Practical drone delivery

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:22:41.978727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0101d85c-410d-4cb4-b0a2-78f4611b5783 · outbound

This paper cites A taxonomy for autonomous LLM --powered multi--agent architectures.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications A taxonomy for autonomous LLM --powered multi--agent architectures

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:22:41.866253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0dd4534c-0724-4a97-a6ec-c4216131ced6 · outbound

This paper cites Hanga and Yevgeniya Kovalchuk.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications Hanga and Yevgeniya Kovalchuk

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:22:41.709023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ca70c1b6-d807-43a3-bfdc-6ccc8d0a32b8 · outbound

This paper cites A survey of multi-agent organizational paradigms.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications A survey of multi-agent organizational paradigms

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:22:41.508339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 10760a37-9277-49c9-b0fa-89d9980121c0 · outbound

This paper cites A large-scale uav swarm confrontation method based on fuzzy reinforcement learning.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications A large-scale uav swarm confrontation method based on fuzzy reinforcement learning

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:22:41.375645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0919e03c-a646-4d91-ba4f-725b80d101d1 · outbound

This paper cites Malone and Kevin Crowston.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications Malone and Kevin Crowston

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:22:41.238124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1cee8330-8ce5-43fb-8de0-d40a880e21bf · outbound

This paper cites Moradi, Saleh Razini, and Mahdi Hosseinian.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications Moradi, Saleh Razini, and Mahdi Hosseinian

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:22:41.045987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 95ff0aa2-f921-4e88-b593-aeb81c453c21 · outbound

This paper cites SPADE 3: Supporting the new generation of multi-agent systems.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications SPADE 3: Supporting the new generation of multi-agent systems

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:22:40.877231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e00ca93d-a288-4aa8-8ea9-1cb8a8cb37ac · outbound

This paper cites Computational trust and reputation models for open multi-agent systems: a review.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications Computational trust and reputation models for open multi-agent systems: a review

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:22:40.691182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e2ca0779-851f-431c-95be-34b50da16c83 · outbound

This paper cites Hierarchical multi-agent reinforcement learning for repair crews dispatch control towards multi-energy microgrid resilience.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications Hierarchical multi-agent reinforcement learning for repair crews dispatch control towards multi-energy microgrid resilience

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:22:40.453611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 86130484-f6fd-4ef3-8399-09031fdac0f1 · outbound

This paper cites Reynolds.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications Reynolds

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:22:40.278631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 33e75642-ec1c-41f6-add4-6e27c66bddb0 · outbound

This paper cites an unresolved cited work.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:22:40.094872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ee5e4607-5d71-41cd-b870-92f0bca418e1 · outbound

This paper cites Multi-Agent Coordination across Diverse Applications: A Survey.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications Multi-Agent Coordination across Diverse Applications: A Survey

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T19:22:37.887870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3209cc71-f51e-4af0-9b53-0ff260775ee8 · outbound

This paper cites ROMA: Multi-Agent Reinforcement Learning with Emergent Roles.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications ROMA: Multi-Agent Reinforcement Learning with Emergent Roles

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T19:22:37.980089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c7f5f21-b23d-4466-a92b-588fd977b861 · outbound

This paper cites Jennings, and David Kinny.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications Jennings, and David Kinny

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:22:39.859130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fa52267e-f5c8-488f-a7e9-858f4a7b66ee · outbound

This paper cites Autogen: Enabling next-gen LLM applications via multi-agent conversation, October 2023.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications Autogen: Enabling next-gen LLM applications via multi-agent conversation, October 2023

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:22:39.668157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 420986ea-21ad-4340-b7c4-b56e10800b76 · outbound

This paper cites Jennings, and Michael Wooldridge.

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications Jennings, and Michael Wooldridge

Reference 26

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-05T19:22:39.299654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation fbe89332-ca43-4460-97c5-e5d3a7ad91b1 · inbound

When Does Hierarchy Help? Benchmarking Agent Coordination in Event-Driven Industrial Scheduling cites this paper.

When Does Hierarchy Help? Benchmarking Agent Coordination in Event-Driven Industrial Scheduling A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-14T02:23:37.914459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f64b05e2-07b0-4428-bf88-1534bb89469c · inbound

How to Steer Your Multi-Agent System: Human-LLM Collaborative Planning cites this paper.

How to Steer Your Multi-Agent System: Human-LLM Collaborative Planning A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-25T05:05:22.422424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e41dca7d-e187-47c6-9e8f-ccd70d2f18c6 · inbound

A Systematic Approach to Multi-Agent AI from Advanced Regulatory Control Theory: Safe and Auditable LLM Operator Agents for Process Control cites this paper.

A Systematic Approach to Multi-Agent AI from Advanced Regulatory Control Theory: Safe and Auditable LLM Operator Agents for Process Control A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-01T12:55:44.177740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.