Paper Citation Record · LEDGER

LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 29 inbound Pith citation observations for arXiv:2505.11942.

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

pith.paper-citation-record.v1
2505.11942 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

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 29 of 29 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:10:36.008325Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T17:09:59.374964Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 46ed92c7-08f1-4692-b51b-e64cb26ba351 · inbound

Continual Learning for Generative AI: From LLMs to MLLMs and Beyond cites this paper.

Continual Learning for Generative AI: From LLMs to MLLMs and Beyond LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 260

Resolution: unresolved; no resolver link, observed 2026-08-07T00:40:37.596730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 934d75bc-9274-4063-a085-9d541639eba9 · inbound

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence cites this paper.

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

Resolution: verified exact; arxiv_id, observed 2026-05-14T22:23:15.776528Z

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 945335f0-3e5d-4dc7-91d9-f2bb909a0158 · inbound

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory cites this paper.

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-14T23:13:15.719769Z

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 102908df-210f-4749-9ad2-ee6c2cb9cf3a · inbound

Scaling Teams or Scaling Time? Memory Enabled Lifelong Learning in LLM Multi-Agent Systems cites this paper.

Scaling Teams or Scaling Time? Memory Enabled Lifelong Learning in LLM Multi-Agent Systems LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-14T22:43:12.033070Z

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 40b5de03-7002-4d38-99f1-e954de0aa76d · inbound

LLMs Corrupt Your Documents When You Delegate cites this paper.

LLMs Corrupt Your Documents When You Delegate LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 96

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:48:47.713951Z

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 3bebf6ae-0b6a-4de3-b314-222b4e6c27ac · inbound

GenericAgent: A Token-Efficient Self-Evolving LLM Agent via Contextual Information Density Maximization (V1.0) cites this paper.

GenericAgent: A Token-Efficient Self-Evolving LLM Agent via Contextual Information Density Maximization (V1.0) LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:56:47.531182Z

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 5db456b3-b1ff-4987-8075-ab3858fead24 · inbound

From Agent Loops to Deterministic Graphs: Execution Lineage for Reproducible AI-Native Work cites this paper.

From Agent Loops to Deterministic Graphs: Execution Lineage for Reproducible AI-Native Work LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:16:09.330280Z

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 8ea3b2b9-260a-40f0-a9fb-86bc0edb6419 · inbound

Learning CLI Agents with Structured Action Credit under Selective Observation cites this paper.

Learning CLI Agents with Structured Action Credit under Selective Observation LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:00:56.358550Z

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 a768e694-7ca1-4ee1-9336-ae9873277fe1 · inbound

MINTEval: Evaluating Memory under Multi-Target Interference in Long-Horizon Agent Systems cites this paper.

MINTEval: Evaluating Memory under Multi-Target Interference in Long-Horizon Agent Systems LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:48:12.955233Z

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 223a33c4-15ec-4e37-a708-32a2b129ae13 · inbound

Mem-$\pi$: Adaptive Memory through Learning When and What to Generate cites this paper.

Mem-$\pi$: Adaptive Memory through Learning When and What to Generate LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-05-21T04:29:34.495977Z

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 7fe3ef37-e2ac-43f3-b5d3-f02eff7d353b · inbound

MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation cites this paper.

MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-06-29T17:53:47.806029Z

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 8e1ee355-1246-4978-bfe0-af7dacd61367 · inbound

AgentCL: Toward Rigorous Evaluation of Continual Learning in Language Agents cites this paper.

AgentCL: Toward Rigorous Evaluation of Continual Learning in Language Agents LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 32

Resolution: malformed identifier; arxiv_id, observed 2026-07-01T22:56:20.140079Z

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 68135c1e-bb52-4b5d-a59d-e275a884ae8f · inbound

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents cites this paper.

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T07:06:44.878043Z

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 fde2c070-d2d6-4e65-8ffd-2b2f4c651c5b · inbound

M$^3$Eval: Multi-Modal Memory Evaluation through Cognitively-Grounded Video Tasks cites this paper.

M$^3$Eval: Multi-Modal Memory Evaluation through Cognitively-Grounded Video Tasks LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 77

Resolution: verified exact; arxiv_id, observed 2026-07-02T08:16:47.802049Z

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 fcdb34ad-74df-4b64-a80c-8593f9e9f365 · inbound

Continual Learning Bench: Evaluating Frontier AI Systems in Real-World Stateful Environments cites this paper.

Continual Learning Bench: Evaluating Frontier AI Systems in Real-World Stateful Environments LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-07-02T12:56:56.846590Z

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 e6dea711-ccd8-4f57-93da-c73538e28d79 · inbound

Tree-of-Experience: A Structured Experience-Management Solution for Self-Evolving Agents under Low-Repetition and Implicit-Reward Environments cites this paper.

Tree-of-Experience: A Structured Experience-Management Solution for Self-Evolving Agents under Low-Repetition and Implicit-Reward Environments LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T16:47:09.741298Z

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 80781c9c-c8a2-4a08-8be4-a2ce2e46fc6f · inbound

Evaluation of ML Resource Utilization Requires Model Life Cycle Assessment cites this paper.

Evaluation of ML Resource Utilization Requires Model Life Cycle Assessment LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 190

Resolution: verified exact; arxiv_id, observed 2026-07-01T21:06:14.632784Z

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 99290d27-b412-4094-afb3-2f219213a6d8 · inbound

Bayesian-Agent: Posterior-Guided Skill Evolution for LLM Agent Harnesses cites this paper.

Bayesian-Agent: Posterior-Guided Skill Evolution for LLM Agent Harnesses LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T21:47:25.855088Z

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 6178b1cc-eeee-4452-a557-91b63c2ced00 · inbound

From Player to Master: Enhancing Test-Time Learning of LLM Agents via Reinforcement Learning over Memory cites this paper.

From Player to Master: Enhancing Test-Time Learning of LLM Agents via Reinforcement Learning over Memory LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-02T22:37:25.575786Z

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 8fc21509-c1dd-48d0-94ee-0cb1c4e2f20e · inbound

GateMem: Benchmarking Memory Governance in Multi-Principal Shared-Memory Agents cites this paper.

GateMem: Benchmarking Memory Governance in Multi-Principal Shared-Memory Agents LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-07-03T23:49:02.507885Z

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 d39e33f6-1562-496e-9a34-1abcf0cab0b8 · inbound

AlphaMemo: Structured Search-Process Memory for Self-Evolving Alpha Mining Agents cites this paper.

AlphaMemo: Structured Search-Process Memory for Self-Evolving Alpha Mining Agents LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-06-29T17:03:41.271266Z

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 ef7b8b11-cfe1-40bd-837c-96742ad33f77 · inbound

Are We Ready For An Agent-Native Memory System? cites this paper.

Are We Ready For An Agent-Native Memory System? LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-07-04T17:09:59.376525Z

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 76303297-79b6-4d46-bf41-60a5ff39214a · inbound

Always-OnAgents:A Survey of Persistent Memory, State, and Governance in LLMAgents cites this paper.

Always-OnAgents:A Survey of Persistent Memory, State, and Governance in LLMAgents LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 55

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T15:15:48.385777Z

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 a011244a-6d00-4119-a029-e0ee87c7f1a5 · inbound

EdgeBench: Unveiling Scaling Laws of Learning from Real-World Environments cites this paper.

EdgeBench: Unveiling Scaling Laws of Learning from Real-World Environments LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 82

Resolution: unresolved; no resolver link, observed 2026-07-11T07:57:43.000834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08d995d4-ee66-46e8-abed-1167c6aff41b · inbound

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting cites this paper.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T11:46:03.282739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 884533dd-6334-41ee-af77-a2f36bc6e103 · inbound

SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution cites this paper.

SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-30T21:12:59.453856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f8ec626-822f-4a24-b2a2-620a39c5a29a · inbound

Progressive Multimodal Alignment for Continual Instruction Tuning cites this paper.

Progressive Multimodal Alignment for Continual Instruction Tuning LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 54

Resolution: unresolved; no resolver link, observed 2026-07-30T16:11:52.369041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a7635e6-51f1-4379-9d3d-35c8d1c18e8d · inbound

Progressive Multimodal Alignment for Continual Instruction Tuning cites this paper.

Progressive Multimodal Alignment for Continual Instruction Tuning LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-03T01:24:03.664375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29246f5b-6c86-4555-994b-062debd0b8bb · inbound

FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows cites this paper.

FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:10:36.008325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.