Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T11:34:43.894224Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 3 inbound Pith citation observations for arXiv:2601.05890.
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 2026-08-03T11:34:43.894224Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-26T17:50:16.183571Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-04T03:39:30.160657Z
29 of 29 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 01c28460-8f19-4f23-a7d6-12d407f95a83 · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Unresolved cited work
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea0b3165-7d97-448e-80fe-519f234f565f · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Unresolved cited work
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f829996-5189-4e34-b7a0-698c1b8e1b54 · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03f66dc4-f02e-4f0e-ba17-3a4f24e5648f · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Unresolved cited work
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 443964fa-d716-4910-9735-85a79d6cd5cd · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Regardless of whether the information is sufficient or not, you must provide detailed reasoning
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 053f5adf-34ab-4cc1-aaed-4c47492da527 · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management • If choosing replanner agent: This agent can only handlesearch steps planningand is limited to decomposing retrieval tasks into actionable steps
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8bd561ec-16c5-4fb0-b1e0-b9285192a4e0 · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management en-US","zh-CN
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 649d2963-0ec1-4e88-9855-0f48fd75c47c · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management After the outline is confirmed, you usually need to delegate aresearcher agentto gather sufficient information to support the task fully
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4434c2ef-5482-4ffe-b303-cb1b39b6e035 · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Unresolved cited work
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8bf972c-f429-44a5-9a82-c9c8c5e71f77 · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Unresolved cited work
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation faccd79d-d346-43b8-a018-131b217d42dc · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Unresolved cited work
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fa7a196-730b-44fb-a309-b4733ec9e76f · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management user_profiles
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6dffacff-ea5b-4592-8dec-0f081619478b · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Unresolved cited work
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 620b4d6c-8186-474a-b192-40fcacfedf91 · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Tool Interaction: Integrated with Semantic Kernel, providing rich API invocation capabilities
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae3cf3f8-6411-47fe-a955-c71fa0d1e261 · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Generate a 2025 AI industry trend report
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8af3931-9351-4991-a3c7-7dfb9ee35634 · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Unresolved cited work
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ae149a0-32d9-4629-a7e6-d347ed59b5b5 · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Analysis Agent: Processes data and generates charts
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45f09dd7-f8e3-4ac2-927f-9c3bd23ee080 · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Technical Challenges and Solutions
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9d32bf2-ecba-4df2-a2e8-9af5eb303bd9 · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Solutions: Use graph-based structures (e.g., LangGraph) to manage task workflows
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3234d441-130e-466b-bd95-1e5713e4cfd9 · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Solutions: Integrate tool libraries (e.g., CrewAI’s tool system)
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69fbbb58-debb-4e8f-a930-9c695e86fc2c · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Solutions: Implement persistent state management (e.g., LangGraph)
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 168ddf2d-a134-48a4-bca3-dbabea2000c7 · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Solutions: Use version control and data validation mechanisms
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6730e43-10cb-424f-b404-63cd7cf6ddcf · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Multi-agent systems will become the default form of Agentic AI, evolving from task execution tools into autonomous business process engines
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29746977-a432-4492-82c2-62b5e8870a7e · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management This will foster an open ecosystem for multi-agent systems and enhance cross-platform collaboration
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9975101-d63e-47dd-9ffe-8970abce7dbd · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management New roles, such as agent team leaders, will emerge to oversee resource allocation and quality control
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a22bb39-6a26-468b-9f1f-5d95c4cd2f96 · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Super Engine
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b97b91f1-9eb3-4f28-8213-6e6d44c20fe6 · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Cross-Task Experiential Learning on LLM-based Multi-Agent Collaboration
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc8ed9d5-6179-4407-8dcd-1ac59b279969 · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Preprint, arXiv:2508.07976
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d48edcff-a997-4430-8762-11c30710fedf · outbound
StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management Report generation typically involves multiple stages, including data collection, analysis, content organization, and formatted output
Reference 2026
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80e657cc-597a-481f-9c87-3a5e64d9e94c · inbound
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management
Reference 249
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f1243266-9167-40aa-885c-7a26a8de8b17 · inbound
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management
Reference 250
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b16b13c6-4e54-4233-8fb8-e22c431eb1c5 · inbound
ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.