Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:48:13.467627Z
Paper Citation Record · LEDGER
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners
As of 18 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 31 inbound Pith citation observations for arXiv:2505.11942.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T15:11:35.363071Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T17:09:59.374964Z
Reference resolution
24 of 24 outbound references displayed
- verified exact0
- verified fuzzy7
- unresolved15
- parse uncertain0
- malformed identifier0
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 3dbd0a93-d745-4e0f-8d67-78af7a42b733 · outbound
This paper cites GPT-4 Technical Report.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners GPT-4 Technical Report
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:48:13.367578Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b735d48-060e-421f-afc8-09d01be3c167 · outbound
This paper cites Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:48:13.372321Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d98d14d9-7e37-4f9a-a53e-6c8a57a54a23 · outbound
This paper cites Minedojo: Building open-ended embodied agents with internet-scale knowledge.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners Minedojo: Building open-ended embodied agents with internet-scale knowledge
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:48:13.919060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a55f3d1a-f802-4692-8250-67a48d1d3a7d · outbound
This paper cites Catastrophic forgetting in connectionist networks.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners Catastrophic forgetting in connectionist networks
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:48:13.380867Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e74e092e-a753-4d4d-8812-6ffd75dd99c1 · outbound
This paper cites The Llama 3 Herd of Models.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners The Llama 3 Herd of Models
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:48:13.385367Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50939ffa-f0f5-428d-a6b9-3c587e0b1244 · outbound
This paper cites Sadler, Percy Liang, Xifeng Yan, and Yu Su.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners Sadler, Percy Liang, Xifeng Yan, and Yu Su
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:48:13.895804Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2a942efe-b00c-4544-a47c-89b9b9b53926 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:48:13.394573Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa00b23b-b0c7-4fc8-a23d-31dbf576fa0f · outbound
This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:48:13.398662Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73f8705e-ef48-4ff8-a724-8abe1f681f61 · outbound
This paper cites Tree search for language model agents.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners Tree search for language model agents
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:48:13.403617Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fea8fd41-0e54-449d-a32e-0020c3e51d9b · outbound
This paper cites A game theoretic approach to lowering incentives to violate speed limits in Finland.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners A game theoretic approach to lowering incentives to violate speed limits in Finland
Reference 10
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-15T20:48:13.669902Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 31fd13df-4c97-43d6-9168-548ba699ad90 · outbound
This paper cites From System 1 to System 2: A Survey of Reasoning Large Language Models.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners From System 1 to System 2: A Survey of Reasoning Large Language Models
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:48:13.411450Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9719d5d0-c10d-45ab-b649-279b965bedde · outbound
This paper cites Cross-Dataset Adaptation for Instrument Classification in Cataract Surgery Videos.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners Cross-Dataset Adaptation for Instrument Classification in Cataract Surgery Videos
Reference 12
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-15T20:48:13.634197Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5a6138c8-0c51-4f60-8392-3dd42cb38eab · outbound
This paper cites VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:48:13.419453Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 387005ac-794e-41aa-842a-47b827c8b8ab · outbound
This paper cites Large Language Models as Optimizers.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners Large Language Models as Optimizers
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:48:13.423460Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47288f4a-5acb-443b-bf48-1ae23320dc44 · outbound
This paper cites Gpqa: A graduate-level google-proof q&a benchmark.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners Gpqa: A graduate-level google-proof q&a benchmark
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:48:13.427576Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa13e382-22a3-4880-a0f9-a5aaf255f3cd · outbound
This paper cites DebugBench: Evaluating Debugging Capability of Large Language Models.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners DebugBench: Evaluating Debugging Capability of Large Language Models
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:48:13.431841Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d60ec375-a143-4592-84b9-3fe3f9e72670 · outbound
This paper cites Le, Ed H.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners Le, Ed H
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:48:13.875272Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f875d5b4-e04a-40e7-9e23-aefd13b3872e · outbound
This paper cites Qwen2.5 Technical Report.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners Qwen2.5 Technical Report
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:48:13.441226Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac6d6d51-f993-425f-b6db-c8320c2bf74e · outbound
This paper cites Agentoccam: A simple yet strong baseline for llm-based web agents.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners Agentoccam: A simple yet strong baseline for llm-based web agents
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:48:13.862675Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ae63f2a1-00fa-47c3-bab4-021456f83084 · outbound
This paper cites Towards lifelong learning of large language models: A survey.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners Towards lifelong learning of large language models: A survey
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:48:13.449890Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93f12457-9d41-4230-bc38-8e14559d9846 · outbound
This paper cites Lifelong learning of large language model based agents: A roadmap.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners Lifelong learning of large language model based agents: A roadmap
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:48:13.454126Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 872f8212-6cff-4c8d-ad3b-1e250959e711 · outbound
This paper cites Webarena: A realistic web environment for build- ing autonomous agents.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners Webarena: A realistic web environment for build- ing autonomous agents
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:48:13.840248Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a54097ba-d635-40a4-adf2-3b65dae13f0b · outbound
This paper cites client,".
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners client,"
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:48:13.826852Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 00714672-c52a-44ca-9e31-1dd2281ce3ad · outbound
This paper cites 2023- 10-15.
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners 2023- 10-15
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:48:13.813203Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.
Observation e6dea711-ccd8-4f57-93da-c73538e28d79 · inbound
FinEvolveBench: A Benchmark for Self-Evolving Agents on Low-Repetition Tasks with Implicit Rewards cites this paper.
FinEvolveBench: A Benchmark for Self-Evolving Agents on Low-Repetition Tasks with Implicit Rewards 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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.
Observation 99290d27-b412-4094-afb3-2f219213a6d8 · inbound
Bayesian-Agent: Posterior-Guided Skill Evolution Across LLM Agent Harnesses cites this paper.
Bayesian-Agent: Posterior-Guided Skill Evolution Across 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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 25d47a20-a4eb-4e00-9e2f-45b721254bb9 · inbound
CoEvo-Mem: Co-Evolving Retrieval Policy and Memory Bank for LLM Agents cites this paper.
CoEvo-Mem: Co-Evolving Retrieval Policy and Memory Bank for LLM Agents LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:11:35.363071Z
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.
Observation 541eb622-8323-4e1e-b4ea-ccb2a1b59808 · inbound
VibeLifeBench: Can Your Life Agent Be Proactive and Persistent in a Living World? cites this paper.
VibeLifeBench: Can Your Life Agent Be Proactive and Persistent in a Living World? LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T15:18:12.475969Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.