Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-09T00:00:16.332534Z
Paper Citation Record · LEDGER
From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space
As of 14 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2607.05794.
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 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
18 of 18 outbound references displayed
- verified exact6
- verified fuzzy3
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch9
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation bb52fe2e-9b68-4d82-b320-61cf94259c91 · outbound
This paper cites MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents.
From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T00:05:48.066748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f06ed87c-be1f-48c1-b531-b3ca53523a11 · outbound
This paper cites Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory.
From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
Reference 2
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-09T00:05:48.061951Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 84869f80-5cca-4714-ba88-3f26dfcf033b · outbound
This paper cites LightMem: Lightweight and Efficient Memory-Augmented Generation.
From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space LightMem: Lightweight and Efficient Memory-Augmented Generation
Reference 3
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-09T00:05:48.064298Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0b74dddf-8790-4fb7-9296-0a9daefbbf70 · outbound
This paper cites Personamem-v2: Towards person- alized intelligence via learning implicit user personas and agentic memory.
From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space Personamem-v2: Towards person- alized intelligence via learning implicit user personas and agentic memory
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-07-09T00:05:48.079972Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3a75ad46-0264-4ae5-b752-34e5ff92f46b · outbound
This paper cites Memory OS of AI Agent.
From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space Memory OS of AI Agent
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T00:05:48.059162Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7a287ec7-9ebf-42ff-b32e-835fb63fd9f9 · outbound
This paper cites MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models.
From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models
Reference 6
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-09T00:05:48.051881Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation faae1e2e-e0c0-4179-ab1a-21b20a446a29 · outbound
This paper cites Evaluating Very Long-Term Conversational Memory of.
From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space Evaluating Very Long-Term Conversational Memory of
Reference 7
- Resolution
- metadata mismatch
- doi, observed 2026-07-09T00:05:47.839816Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1001708d-1d15-4d30-831d-bb980845e005 · outbound
This paper cites MemGPT: Towards LLMs as Operating Systems.
From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space MemGPT: Towards LLMs as Operating Systems
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T00:05:48.069403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6c20aa33-3d95-48ab-b132-36ffbb8e30c0 · outbound
This paper cites Zep: A Temporal Knowledge Graph Architecture for Agent Memory.
From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space Zep: A Temporal Knowledge Graph Architecture for Agent Memory
Reference 9
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-09T00:05:48.071691Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d8ca86c1-778e-4cf3-981e-5bfad514d1e2 · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T00:05:48.054338Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 61d39c1f-f4b8-47a8-aa3f-38c296b9fb4f · outbound
This paper cites LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory.
From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
Reference 11
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-09T00:05:48.056751Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 218298da-8182-46c0-a31a-bffab19d6820 · outbound
This paper cites A-mem: Agentic memory for llm agents.Advances in Neural Information Processing Systems, 38:17577–17604, 2026a.
From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space A-mem: Agentic memory for llm agents.Advances in Neural Information Processing Systems, 38:17577–17604, 2026a
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-07-09T00:05:48.077062Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c4f7e5b9-8a8e-483f-a28f-bb2190d9cf72 · outbound
This paper cites Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning.
From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
Reference 13
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-09T00:05:48.074070Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 526d800a-e02d-4f31-85c0-5bf2fb4ada08 · outbound
This paper cites Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents.
From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents
Reference 14
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-09T00:05:48.049618Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 66ab0611-dadf-40f7-89de-275ad7f464e7 · outbound
This paper cites MemoryBank: Enhancing Large Language Models with Long-Term Memory.
From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space MemoryBank: Enhancing Large Language Models with Long-Term Memory
Reference 15
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-09T00:05:48.046806Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c0d0b06f-c280-46e1-8630-6147be6599b8 · outbound
This paper cites We use LongMemEval only as a held-out test benchmark to evaluate out-of-distribution generalization, with 100 test questions in total.
From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space We use LongMemEval only as a held-out test benchmark to evaluate out-of-distribution generalization, with 100 test questions in total
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T00:05:48.211675Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 417ae5d1-3820-4bd1-b46c-5f485f2fcfc2 · outbound
This paper cites Nate visit state travel.
From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space Nate visit state travel
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T00:05:48.214899Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 691c6902-e224-4631-ba70-e01ad5bb4d6c · outbound
This paper cites answer":.
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T00:05:48.213268Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Pith citing papers
No inbound Pith citation observations are available.