Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-31T12:39:14.368486Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 1 inbound Pith citation observation for arXiv:2607.28272.
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 2026-07-31T12:39:14.368486Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:14:14.565512Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T00:14:19.529738Z
38 of 38 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a18c6404-ad7b-4053-94c1-239f135d712e · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Introspective Tips: Large Language Model for In-Context Decision Making
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de88d169-e33f-42db-84fb-bd6104d45256 · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Re-searcher: Robust agentic search with goal-oriented planning and self-reflection
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4036f96b-0a3a-4922-bc27-bc058bed6d9e · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Search-r1: Training llms to reason and leverage search engines with reinforcement learning, 2025
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09a51526-e474-4168-9506-abd0a408f3fd · outbound
MemHarness: Memory Is Reconstructed, Not Replayed O$^2$-Searcher: A Searching-based Agent Model for Open-Domain Open-Ended Question Answering
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47e63ae8-7773-4860-b15d-3abcca0b5008 · outbound
MemHarness: Memory Is Reconstructed, Not Replayed A comprehensive survey of continual learning: Theory, method and application, 2024
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe573b4c-663f-4fac-8b7d-838deee0b0cc · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c26a3c47-e8fc-4cce-b928-511d175f2a59 · outbound
MemHarness: Memory Is Reconstructed, Not Replayed A-mem: Agentic memory for llm agents.Advances in Neural Information Processing Systems, 38:17577–17604, 2026
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b6e151f-6dd7-40b1-9909-f98bc1c9763b · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Towards self-evolving agents: Enabling autonomy through interactive experience refinement
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d945a192-b391-46db-82c5-4aa68951cba1 · outbound
MemHarness: Memory Is Reconstructed, Not Replayed G-memory: Tracing hierarchical memory for multi-agent systems, 2025
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50481e2d-f1d2-4042-96ab-095a1b4c568e · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Memgen: Weaving generative latent memory for self-evolving agents.arXiv preprint arXiv:2509.24704, 2025
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c850c88-fb5e-449a-ba99-326bcc1de44a · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Reconstruction of automobile destruction: An example of the interaction between language and memory.Journal of verbal learning and verbal behavior, 13(5):585–589, 1974
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf80551f-dbf5-427d-ae85-934840faff82 · outbound
MemHarness: Memory Is Reconstructed, Not Replayed React: Synergizing reasoning and acting in language models, 2023
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 915a783e-a950-4768-8e71-743cf8a7f921 · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Chain-of-thought prompting elicits reasoning in large language models.Advances in neural information processing systems, 35:24824–24837, 2022
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ccf978cb-135a-44ff-bcf0-9cafca7be93a · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Reflexion: Language agents with verbal reinforcement learning, 2023
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3eddf87-eab4-4d92-ae99-865fd66be7ad · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Correctad: A self-correcting agentic system to improve end-to-end planning in autonomous driving
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fa38185-fa82-4721-912c-4dbbb45d8b91 · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Agent-flan: Designing data and methods of effective agent tuning for large language models
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f20d570-efd7-4c93-ab90-7707693ad3a7 · outbound
MemHarness: Memory Is Reconstructed, Not Replayed FireAct: Toward Language Agent Fine-tuning
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e2233f0-20a4-4849-97c2-a7268a72e52b · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Proximal Policy Optimization Algorithms
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58f6ff02-ac4c-4ad9-9ae5-551f3363353d · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Back to basics: Revisiting REINFORCE-style optimization for learning from human feedback in LLMs
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbabd18a-84db-4fb0-9269-d03923f21f69 · outbound
MemHarness: Memory Is Reconstructed, Not Replayed DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 937c00e7-5500-4439-a158-d7f8c0ce1f18 · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Group-in-group policy optimization for llm agent training.Advances in Neural Information Processing Systems, 38:46375–46408, 2026
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49f68abb-8aa5-44fe-93fd-83a8b3803a3c · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Expel: Llm agents are experiential learners, 2024
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 610905a6-994c-4365-9c19-ab3389f42972 · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Memp: Exploring agent procedural memory
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfab8442-935c-4bd9-8da1-e5fa4547299f · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b944d89-6043-4542-b402-5fdc09134c74 · outbound
MemHarness: Memory Is Reconstructed, Not Replayed SimpleMem: Efficient Lifelong Memory for LLM Agents
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c080738-af7f-4424-92e0-58e8ece96331 · outbound
MemHarness: Memory Is Reconstructed, Not Replayed MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3457d988-770e-41bd-a42a-9751a0b777fb · outbound
MemHarness: Memory Is Reconstructed, Not Replayed EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c26450b0-f544-4bb8-bd64-5a36da53d535 · outbound
MemHarness: Memory Is Reconstructed, Not Replayed ALFWorld: Aligning Text and Embodied Environments for Interactive Learning
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb984070-f2e2-42f1-b82c-c1820b3d1a50 · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Webshop: Towards scalable real-world web interaction with grounded language agents
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60f0886f-ce53-4528-915f-197ad3fd3282 · outbound
MemHarness: Memory Is Reconstructed, Not Replayed GPT-4o System Card
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0357afa7-ce32-430f-96be-504a8e7378ec · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 520365b6-03f7-4e5c-a886-4f1ad8df1b3a · outbound
MemHarness: Memory Is Reconstructed, Not Replayed DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be77f111-5239-42f9-a5c6-4784a98824d5 · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Qwen2.5 technical report, 2025
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b948cb7-716b-45da-8ea1-e7e4f66beb57 · outbound
MemHarness: Memory Is Reconstructed, Not Replayed M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9cdb622-dc33-4f2b-8cbd-fb3eb5d1a53a · outbound
MemHarness: Memory Is Reconstructed, Not Replayed HybridFlow: A Flexible and Efficient RLHF Framework
Reference 35
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Unavailable: canonical work link unavailable.
Observation 21d78a7c-e535-4953-bf95-1d6bd4d5a722 · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Gon- zalez, Hao Zhang, and Ion Stoica
Reference 36
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Unavailable: canonical work link unavailable.
Observation a14c70bc-7d73-47bf-9fcf-596093e2b815 · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Milvus: A purpose-built vector data management system
Reference 37
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Unavailable: canonical work link unavailable.
Observation 38923b67-8a01-45e2-ae3b-2167657286a6 · outbound
MemHarness: Memory Is Reconstructed, Not Replayed Buy Now” button. •Original State (s +):... “Price: $19.99
Reference 38
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Unavailable: canonical work link unavailable.
Observation 15317e70-87c0-48d3-bbb8-4649e4134d12 · inbound
Quo Vadis, World Modeling? MemHarness: Memory Is Reconstructed, Not Replayed
Reference 174
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.