Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-14T22:23:14.621091Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 100 of 297 outbound references and 100 inbound Pith citation observations for arXiv:2507.21046.
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 2026-05-14T22:23:14.621091Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T20:17:08.416770Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
100 of 297 outbound references displayed
External citation measurements
1
pith, observed 2026-08-05T02:28:24.338817Z
Observation ddd04a00-fa02-4d57-b94e-678bdda88b31 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence 2025 , eprint=
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation dc61b1c9-1b06-489b-970d-5643f6e0dd2d · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence In: Proceedings of the 47th International ACM SI- GIR Conference on Research and Development in Information Retrieval
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 38f3a0e8-393b-4ec6-8b7f-67d9bf8ffa5c · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence 2025 , eprint=
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 56a35afb-94eb-4fd7-b6eb-310111150ec9 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Frontiers Comput
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ba84bbed-e059-4277-aeea-cb3e199eddaf · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence 2025 , eprint=
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 050c144a-d31b-4e6b-a246-9fd5098470d2 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence 2025 , eprint=
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 443ff8df-0116-48ee-9f7d-fcf086d66aba · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1d397e1b-5d6a-4635-8b91-3f7a10240f06 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation dfa3a36c-a7b8-41d3-9cc1-717b9b944f50 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Self-Evolving Multi-Agent Systems via Textual Backpropagation
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b2f6ce78-fdeb-4338-8647-a9abc441de01 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Proceedings of COLING , year=
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 61b8501b-c226-4692-93b7-5a8b3d7b358a · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Voyager: An Open-Ended Embodied Agent with Large Language Models
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a147a418-ee60-463b-a5e2-29cdbe30cc30 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence EvolveSearch: An Iterative Self-Evolving Search Agent
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d5f4170c-1008-4f8d-881f-50d4d395223b · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a31baf8e-8ee3-419f-a2ea-3f0aba9b8c7a · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0b7a39f6-0b88-4f26-8ffb-b8bde84a9a67 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Tree of Thoughts: Deliberate Problem Solving with Large Language Models , volume =
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e8d8f9f8-ec60-49f8-8c73-b1856fa18bb2 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Self-Refine: Iterative Refinement with Self-Feedback , volume =
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 60fd0006-d151-4f26-a620-5886d4ef6679 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence 2021 , isbn =
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 99535cbf-82e2-4206-8c06-66d349646527 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) , month =
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 69b6bdd7-b901-4648-a0c0-b6293a1ecbd5 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e34b9255-4e0a-40a7-92b5-100bef4699d5 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Advances in Neural Information Processing Systems , volume=
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 921e0e69-98b1-45e1-a491-8a42fd88bd16 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Symbolic Learning Enables Self-Evolving Agents
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f88c0baf-e2ad-41e4-9589-94db0daef062 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Self-evolving Agents with reflective and memory-augmented abilities
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c558719c-e40e-4d05-ab81-2ca9feb5857e · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence A-MEM: Agentic Memory for LLM Agents
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4335e5b4-de68-4058-ae24-4ade3a86ccc2 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Proceedings of the AAAI Conference on Artificial Intelligence , volume=
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0c9371b1-fef2-43c4-9b04-5dc12ef5280d · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f502d527-8b60-4ed4-bb22-2c2c9800c09f · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Advances in Neural Information Processing Systems , volume=
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 564f4725-dfd2-4d4a-9c87-0db3ccfd5e6f · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Long Term Memory: The Foundation of AI Self-Evolution
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 577575ab-2c01-4c8b-90ad-5a606132d8c9 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence How memory management impacts llm agents: An empirical study of experience-following behavior
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 013a2032-d278-4cc5-b303-c5cd178a4390 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence arXiv e-prints , pages=
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2cb9d7bc-ff44-4eaf-84ae-5fc3f2956441 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence MemInsight: Autonomous Memory Augmentation for LLM Agents
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8400ccbe-1fcc-49be-b869-eb5c4140f682 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence LEGO-Prover: Neural Theorem Proving with Growing Libraries
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b6f469e7-94ba-4498-8e72-ef3b8a52b81e · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Cognitive Memory in Large Language Models
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8f165c0a-fb43-4276-8e44-eb33a6a7b181 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Proceedings of the 36th annual acm symposium on user interface software and technology , pages=
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 19dd7373-b657-4818-88b0-eba77865367a · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence SCM: Enhancing Large Language Model with Self-Controlled Memory Framework
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 18a24d62-3902-47c4-a0fa-98fb8e1cdbbf · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Proceedings of the AAAI Conference on Artificial Intelligence , volume=
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5f6166d7-045c-424f-8122-d4c5c4f29d97 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b655f70e-159e-4765-bcf9-51592e73e3a0 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence arXiv preprint arXiv:2502.16923 , year=
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 17af7e53-82ef-4714-a73d-0502b397e090 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence RePrompt: Planning by Automatic Prompt Engineering for Large Language Models Agents
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9a4c0261-4fba-427e-af59-37cdc6048234 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ef63bd1f-6ff2-4b63-91cb-2748164d8599 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence The Eleventh International Conference on Learning Representations , year=
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2bdbb183-1cea-4b1c-b069-9490ddf2573b · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Automatic Prompt Optimization with "Gradient Descent" and Beam Search
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 09a3a7b8-1f4d-4a75-accc-f230abccaf34 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Efficient and Accurate Prompt Optimization: the Benefit of Memory in Exemplar-Guided Reflection
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ddde568e-f450-4366-ba1a-23cf0ad591d1 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 812bb03f-a412-4071-8224-919b0e4a9230 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 55ead275-852d-4c39-8630-21d7ba2aefa8 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5de5ee6c-d64b-4362-99ba-cbcc07239264 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Large Language Models as Optimizers
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 27364e8c-2f42-41e9-a4bd-2f9155008bf7 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Experiential Co-Learning of Software-Developing Agents
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 378ddfd8-d895-43ef-a9b2-004aab598aec · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence REVOLVE: Optimizing AI Systems by Tracking Response Evolution in Textual Optimization
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 040f2d95-4d0b-4d36-9fb3-04cabedab6d4 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence PRompt Optimization in Multi-Step Tasks (PROMST): Integrating Human Feedback and Heuristic-based Sampling
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7703b74a-3803-400c-8b57-c1d9da658c6f · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence arXiv preprint arXiv:2502.02533 , year=
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9f948628-3969-4be9-93ca-2fe88ed5d508 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a37bc011-a540-4386-9306-eb02c34841fa · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence arXiv e-prints , pages=
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1fbc4403-0c37-424a-a7d8-e5117d4a521a · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence CoRR , volume =
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cf658e57-ae75-49e7-89d7-5791a91ce430 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Hujaifa Islam and Hasmot Ali and Kishor Datta Gupta and Roy George , title =
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 93f77741-7dae-437c-bc10-b4680b92b809 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Fatemi and Xiaolong Jin and Zora Zhiruo Wang and Apurva Gandhi and Yueqi Song and Yu Gu and Jayanth Srinivasa and Gaowen Liu and Graham Neubig and Yu Su , title =
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5a9ea0de-2e30-4836-bec4-1c6f4bf44870 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Empowering Large Language Model Agents through Action Learning , journal =
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3e5ad89f-7133-4e7d-b6fc-5830ab2a7075 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions , booktitle =
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 31ff819b-4ea9-4c44-8ce8-55a2099a76cd · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Unresolved cited work
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5448eb60-262f-4dc1-a7d5-c4a351673a23 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Unresolved cited work
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 183acb44-c12d-480f-abcc-832bd468f12c · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence 2025 , eprint=
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b01accc0-4e49-4888-800c-cbb7f09ec5f9 · outbound
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 72b065f0-e4fa-41b8-b0c7-9cc1e3a945ae · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence 2023 , eprint=
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation af2eed37-9707-4b57-b215-21e780207c54 · outbound
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 945b84f0-03b2-4ca7-b626-3aa758fe08b7 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Toolformer: Language Models Can Teach Themselves to Use Tools , booktitle =
Reference 66
Source-reported events for the cited work
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Reference 67
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Reference 78
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Reference 81
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Reference 84
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A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence NATURAL PLAN: Benchmarking LLMs on Natural Language Planning
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Reference 87
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Observation 9b8195df-89f1-4c77-84c7-5d4c30b88dde · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases
Reference 88
Source-reported events for the cited work
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Observation b024d1be-0363-4ede-a90b-55761c2ef6ce · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
Reference 89
Source-reported events for the cited work
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Observation 384f4a7a-5d99-4c71-ad96-646df71eaa06 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities
Reference 90
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Observation 29a34b5f-864e-42dd-b212-e88a4fef4cd2 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs
Reference 91
Source-reported events for the cited work
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Reference 92
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Observation 9c1b31bb-935b-4b46-8506-b73c01c8e05b · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step
Reference 93
Source-reported events for the cited work
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A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
Reference 94
Source-reported events for the cited work
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Observation a2bf674a-7849-4572-b29a-30619391e2af · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Reference 95
Source-reported events for the cited work
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Observation c166ea2c-367b-4084-b9a1-d12d4d73e3ce · outbound
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Reference 96
Source-reported events for the cited work
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Observation f28ed759-8378-4802-89c6-4dda3ee488f0 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns
Reference 97
Source-reported events for the cited work
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Observation a26ee8e8-ac89-40ec-9cd2-5a5c445633ad · outbound
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Reference 98
Source-reported events for the cited work
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Observation 8a6f2833-dcad-438c-9d92-b34c8b559372 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track , year=
Reference 99
Source-reported events for the cited work
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Observation 934d75bc-9274-4063-a085-9d541639eba9 · outbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners
Reference 100
Source-reported events for the cited work
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Reference 101
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Reference 102
Source-reported events for the cited work
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Observation ac084a07-791c-4efc-9c54-bb54ff541e1b · inbound
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Observation b69b77e7-d50c-45e0-9405-d34125d122b1 · inbound
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Observation f798e866-f5c7-4cae-af9a-12493817a74f · inbound
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Reference 10
Source-reported events for the cited work
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Observation 86da3558-e55c-4da4-ab7f-56c54c5a872e · inbound
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Reference 151
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Observation 06f3c4ef-548d-4a30-a7d6-519e14ce0373 · inbound
A global log for medical AI A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 65
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Observation 23f67856-86c5-42ce-8ec8-f60f3b29b59b · inbound
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Reference 3
Source-reported events for the cited work
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Observation 85fae104-9730-419a-8b28-d081df453b99 · inbound
EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 3
Source-reported events for the cited work
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Observation 2c43156e-d62f-4736-96d7-6db5d3c5a5a0 · inbound
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Reference 52
Source-reported events for the cited work
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Observation 3e53e887-1003-4b66-8e44-f302aef58099 · inbound
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Reference 17
Source-reported events for the cited work
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Observation 8ea6f81b-879f-46a4-ad40-b8b9909cf3fb · inbound
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Reference 14
Source-reported events for the cited work
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Observation 98a23b74-9607-4ba0-a537-01b9fe0eed3d · inbound
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Reference 18
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Observation 11ce5c06-1edb-43c9-bd2c-3a02c38fd0ea · inbound
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Reference 9
Source-reported events for the cited work
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Observation 8183efdb-d861-421b-af41-32ab346a75d4 · inbound
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Reference 27
Source-reported events for the cited work
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Observation 6d44f76b-1c64-484b-a754-c9b71fde98d3 · inbound
Agentic Reasoning for Large Language Models A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 59
Source-reported events for the cited work
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Observation a4cf7b28-5cfd-4164-96d7-9945d6f88ec0 · inbound
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Reference 3
Source-reported events for the cited work
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Observation 54a927b5-821c-4d0f-a079-5da3986ebaf5 · inbound
Improve Large Language Model Systems with User Logs A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 3
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Observation f03468a0-729f-4b79-a081-ad00ff07c168 · inbound
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Reference 14
Source-reported events for the cited work
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Observation b84c576d-ffee-4dd4-9c8c-804ae2a1eb11 · inbound
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Reference 29
Source-reported events for the cited work
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Observation f16c051f-497e-4a10-9555-188c779aca16 · inbound
E3-TIR: Enhanced Experience Exploitation for Tool-Integrated Reasoning A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 13
Source-reported events for the cited work
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Observation 11785c07-774a-4dad-90e5-feb306613c84 · inbound
Help Without Being Asked: A Deployed Proactive Agent System for On-Call Support with Continuous Self-Improvement A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 13
Source-reported events for the cited work
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Observation 46ea55db-621f-4c1a-9711-157d36397209 · inbound
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Reference 6
Source-reported events for the cited work
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Observation 77bfe344-7e0b-482c-81b0-1e394371cdaf · inbound
M$^\star$: Every Task Deserves Its Own Memory Harness A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 11
Source-reported events for the cited work
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Observation d1cb4cb7-95dc-4737-b2a4-02700bec2927 · inbound
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Reference 4
Source-reported events for the cited work
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Observation 02f9449d-8780-4570-8cef-4ebdeda48b3a · inbound
Autogenesis: A Self-Evolving Agent Protocol A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 4
Source-reported events for the cited work
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Observation 96faf668-b02f-43a8-95b9-c7620dd88bc2 · inbound
Autogenesis: A Self-Evolving Agent Protocol A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e9d04db2-b982-44a1-b4fa-29a505813dba · inbound
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Reference 8
Source-reported events for the cited work
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Observation f1a73f88-48e1-40b8-853f-cd1e445be621 · inbound
Training LLM Agents for Spontaneous, Reward-Free Self-Evolution via World Knowledge Exploration A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 7
Source-reported events for the cited work
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Observation f0b1ddfb-20ce-4bfd-bc1f-25fa943091ab · inbound
Evaluation-driven Scaling for Scientific Discovery A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 35
Source-reported events for the cited work
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Observation a6ab76c1-f213-44a0-9f55-06ef98899a2b · inbound
From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c201efd9-e2e3-424a-bc74-66d92d57780b · inbound
OxyGent: Making Multi-Agent Systems Modular, Observable, and Evolvable via Oxy Abstraction A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 03cfa88f-3380-4801-86b7-5e7117bd6b48 · inbound
Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f24638f1-73cb-4de0-a3ad-e579d5ed524d · inbound
Rethinking Agentic Reinforcement Learning In Large Language Models A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3d657267-838f-47d3-8d1b-92c1928bc96e · inbound
Rethinking Agentic Reinforcement Learning In Large Language Models A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 816b84ae-abef-4021-aafd-b83103ac3405 · inbound
Rethinking Agentic Reinforcement Learning In Large Language Models A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a2037cc6-0740-43ab-a44e-0c4bded27524 · inbound
Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f0e22a2-a23d-483a-8b50-63b816784ea7 · inbound
Learning Agent Routing From Early Experience A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 93395eae-9aca-48e1-842d-93b772392460 · inbound
FlashEvolve: Accelerating Agent Self-Evolution with Asynchronous Stage Orchestration A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b82b2ca8-1ed2-4cd1-a38b-02a1dbdc82ff · inbound
Do Self-Evolving Agents Forget? Capability Degradation and Preservation in Lifelong LLM Agent Adaptation A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5411363f-67c1-49c5-b5ab-5fe9b32775dd · inbound
SimWorld Studio: Automatic Environment Generation with Evolving Coding Agent for Embodied Agent Learning A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4763fa19-2a0a-499a-bb5a-d8c247f8d0a4 · inbound
SimWorld Studio: Automatic Environment Generation with Evolving Coding Agent for Embodied Agent Learning A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 84583d62-38e3-4a6c-af37-f620ab82a4fb · inbound
Evolving-RL: End-to-End Optimization of Experience-Driven Self-Evolving Capability within Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 93c9363b-54bb-47f2-b4ed-be16ce58acb6 · inbound
OLIVIA: Online Learning via Inference-time Action Adaptation for Decision Making in LLM ReAct Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7a835ab7-56cd-460f-8415-edc047216d2c · inbound
Reinforced Collaboration in Multi-Agent Flow Networks A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c4d9a3f3-7b4e-4631-8060-1d5f0877ce38 · inbound
RoboEvolve: Co-Evolving Planner-Simulator for Robotic Manipulation with Limited Data A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2c9d4927-637e-44fd-8aa2-b4780b6210cd · inbound
Harnessing Agentic Evolution A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6d94629c-4abb-4a31-86fe-06242314f487 · inbound
EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation bbebe26c-c8b7-4c9b-9234-1a5e0ea83277 · inbound
ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2eaeec4f-a6e7-4d62-addc-9ef1969c9cce · inbound
ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 45f464dc-8c4d-4b30-871a-c97983e42bab · inbound
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 85b27b1b-8c22-42ea-b240-1a2bdaed2bf2 · inbound
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9e89ce8f-691c-4486-976b-ec9fb0081257 · inbound
Is One Score Enough? Rethinking the Evaluation of Sequentially Evolving LLM Memory A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d717f805-c881-4bdf-812b-29608f94e23c · inbound
The Scaling Laws of Skills in LLM Agent Systems A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3a2757b0-07b4-4f25-8437-8a44ac37d0bb · inbound
Scalable Environments Drive Generalizable Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a6132113-c58c-4075-b845-6c276f85ef8d · inbound
OEP: Poisoning Self-Evolving LLM Agents via Locally Correct but Non-Transferable Experiences A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d4e2afc4-a1a4-4eed-b6a4-120de8e96533 · inbound
SOLAR: A Self-Optimizing Open-Ended Autonomous Agent for Lifelong Learning and Continual Adaptation A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5ba68df7-3342-49ff-a4ca-f307df32f403 · inbound
Dynamic Mixture of Latent Memories for Self-Evolving Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 59440ccd-e3c1-421b-ba2a-8af0e7e29d4e · inbound
Behind EvoMap: Characterizing a Self-Evolving Agent-to-Agent Collaboration Network A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e4fc655b-e7a3-4fc7-9950-83196883f2c8 · inbound
Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 52346f64-c669-4fc2-89ba-c0b0b3b50669 · inbound
Your Agents Are Aging Too: Agent Lifespan Engineering for Deployed Systems A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2d2f9e19-9726-4466-8b05-6830831be2a9 · inbound
Rethinking Memory as Continuously Evolving Connectivity A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9ca58af4-58c4-4f2d-abbf-0132a7bc981e · inbound
Harmonizing Real-Time Constraints and Long-Horizon Reasoning: An Asynchronous Agentic Framework for Dynamic Scheduling A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e92ad148-9e02-45ba-87f0-756ba0cf097c · inbound
Traj-Evolve: A Self-Evolving Multi-Agent System for Patient Trajectory Modeling in Lung Cancer Early Detection A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 495a6ece-2cc5-41ef-88cf-d1712fceea63 · inbound
SkillDAG: Self-Evolving Typed Skill Graphs for LLM Skill Selection at Scale A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5e02ae5a-0e3e-4080-9da6-e86395b82829 · inbound
EvoDS: Self-Evolving Autonomous Data Science Agent with Skill Learning and Context Management A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 97d3fa4e-48f8-4a2a-899a-7421e11ecdd7 · inbound
Agent libOS: A Runtime Substrate for Capability-Controlled Self-Evolving LLM Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 95ef9112-ca99-4710-a2b9-28b38786814c · inbound
Rethinking Continual Experience Internalization for Self-Evolving LLM Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 532b2b13-425e-4a04-bd1d-ed73c96db043 · inbound
AIP: A Graph Representation for Learning and Governing Agent Skills A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1adc9c63-776c-4adf-b38e-71cab9371c83 · inbound
Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7e081e65-ebf7-4a6b-9774-182fcfe8496a · inbound
Scaling Expert Feedback with Reflective Edit Propagation in Compositional Knowledge Bases A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f927dce8-82c1-46ab-b36f-09d178ae8089 · inbound
AdMem: Advanced Memory for Task-solving Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 169
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cb747284-0139-490a-886f-c8d1b32ee054 · inbound
Online Pandora's Box for Contextual LLM Cascading A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c6e7d971-bf8e-4901-880c-f462f8fad1ab · inbound
SKILL.nb: Selective Formalization and Gated Execution for Durable Agent Workflows A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c7703616-4915-4eba-8789-b46b08a7edaf · inbound
PACE: Anytime-Valid Acceptance Tests for Self-Evolving Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 78547eae-f982-41c4-842b-f1ef79a21cd1 · inbound
Experience Makes Skillful: Enabling Generalizable Medical Agent Reasoning via Self-Evolving Skill Memory A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8a3ebb7c-b505-4695-83a7-b9f10686b9f7 · inbound
Agent Skill Evaluation and Evolution: Frameworks and Benchmarks A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ecfdb9d4-d8cb-4000-9212-78eaf4ef9e3a · inbound
Embodied-BenchClaw: An Autonomous Multi-Agent System for Embodied Spatial Intelligence Benchmark Construction A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3576096d-7899-4761-81db-a019a3813e96 · inbound
AlphaMemo: Structured Search-Process Memory for Self-Evolving Alpha Mining Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 90019d4b-095e-4d19-8208-bf52168daf47 · inbound
Safety in Self-Evolving LLM Agent Systems: Threats, Amplification, and Case Studies A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 36da5637-b538-4e17-9fc4-101eb9c55412 · inbound
Managing Procedural Memory in LLM Agents: Control, Adaptation, and Evaluation A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e7cfb73c-efc7-4098-9ec4-92ddcdcb39c9 · inbound
Critique of Agent Model A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 11deaec9-3b0b-4357-9b39-4b7e52292cbf · inbound
Metis: Bridging Text and Code Memory for Self-Evolving Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4efa49ce-0a74-4d75-aff5-4b2a82957339 · inbound
ASAP: Agent-System Co-Design for Wall-Clock-Centered Auto HPO Research for ML Experiments A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7ed457b9-bfd4-4614-9a85-cad4fe5d34f1 · inbound
Teach-to-Reason: Competition-Guided Reasoning with a Self-Improving Teacher A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 68da349e-1a9a-465f-9184-e5a55bd33fcf · inbound
Joint Learning of Experiential Rules and Policies for Large Language Model Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a7d6a3d1-cda7-4de4-80a8-d06f09eaafce · inbound
Learning from Failure: Inference-Time Self-Improvement for Computer-Use Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 89203fb3-ef7b-4ae1-ad80-4bdf14da7008 · inbound
Stop Hand-Holding Your Coding Agent: Engineering the Loops that Replace Step-by-Step Prompting A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b225df0f-ec97-4d7e-805c-0c5a69cb49f4 · inbound
COMFYCLAW: Self-Evolving Skill Harnesses for Image Generation Workflows A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b52a696b-044b-4db8-a748-3822bc791280 · inbound
PraMem: Practice-derived Experiential Memory for Long-horizon Behavior Prediction A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0860a416-edf3-4477-b103-43b82fbea83e · inbound
From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 89eb6dc9-fee8-4881-b662-cb628896f426 · inbound
Evolutionary Intelligence for Scientific Discovery: From Evolutionary Computation to Cumulative Discovery Systems A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f0be1a7-bc41-4978-a8e5-9e54c79b233a · inbound
ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal Memory A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8dcbdbf5-2cdf-459b-ba81-ceac92cf1d45 · inbound
ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal Memory A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 115e4fee-6109-41aa-bb7e-778d1f177fd9 · inbound
LOGOS: A Living Logic for AI Agent Teams That Evolve With Humans A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 423c3ff1-c112-4fd5-8681-6599e471170a · inbound
The Path to Self-Evolving Clinical Systems: Scaling Medical Agents from Assistance to Autonomy A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 212b5bfe-2593-4bbd-a9fe-19e2d4113e2b · inbound
Towards Self-Evolving Agents: A Human-Inspired Adaptive Exploration-Exploitation Framework for Genetic Network Programming A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 2
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Observation 4c9594ee-52d7-4172-8c2f-936b1bf1c167 · inbound
Who Grades the Grader? Co-Evolving Evaluation Metrics and Skills for Self-Improving LLM Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 46
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Observation 367dc5a0-6788-4993-907f-332adb7a9153 · inbound
Reward-Free Evolving Agents via Pairwise Validator A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 11
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Observation 6bd879c7-f835-4452-9f2f-f9aabe48f214 · inbound
AgentBrew: Lifelong Knowledge Brewing from Strong Teachers to Weak LLM Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 28
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Observation 289d1cb8-d4ee-487c-9bc1-f98bd5b5ba1f · inbound
Self-Modifying Lean Proof Agents with Verifier-Grounded Benchmark Coevolution A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 8
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Observation 66c61ae1-f1ba-438c-857a-207e5766f9db · inbound
Why Does Feedback-Augmented Self-Distillation Fail to Improve Retrieval-Interleaved Search Agents? A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 21
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