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Paper Citation Record · LEDGER

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents

As of 4 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 2 inbound Pith citation observations for arXiv:2605.21768.

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

pith.paper-citation-record.v1
2605.21768 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-22T09:18:15.753115Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T03:10:51.620840Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-02T16:27:09.171150Z

Reference resolution

64 of 64 outbound references displayed

  • verified exact22
  • verified fuzzy16
  • unresolved24
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3c96e137-6db5-4c6e-a5d4-bb5a492da205 · outbound

This paper cites Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-05-22T09:21:21.750113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:4e0b8410a933b8e691b590be1300613247d7b2478e96292007b1e1dfa031f577

Observation c9b52c1c-a9b1-4263-ac6b-72f439ed58bc · outbound

This paper cites doi: 10.1038/s41586-025-09422-z.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents doi: 10.1038/s41586-025-09422-z

Reference 2

Resolution
verified exact
doi, observed 2026-05-22T09:21:20.337498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:244973eda97e0b2651a34577ae8d00f7eb44e3fd456a4dac7981218fc9ba4f77

Observation 85d8704b-5d8a-4182-96c7-87401612d828 · outbound

This paper cites Memory in the Age of AI Agents.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Memory in the Age of AI Agents

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-05-22T09:21:21.760758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:850eed38c7d0861c2c7920598fec46a9ab4fb81c09bd27406b894503230f839d

Observation d2ebebb2-8e5e-4819-8e0f-225e668bfdff · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-05-22T09:21:21.727191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:6f120a7bc8706b2126700b46e3e7e0082fc826bff15896979a3968ec1d47c8fb

Observation 81358086-571c-4c1f-abe3-fab4eb824228 · outbound

This paper cites Memory OS of AI Agent.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Memory OS of AI Agent

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-22T09:21:21.715853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:cc9b909cea07d3df918fed9ba53da478b8a03018861aaa1da2d34a97f5bb8986

Observation 6ae19a44-9919-499e-ae45-94f969f46658 · outbound

This paper cites Cam: A constructivist view of agentic memory for llm-based reading comprehension.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Cam: A constructivist view of agentic memory for llm-based reading comprehension

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T11:01:27.406699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:c3551116b0481452a9f93ed87b64837d6781241ff309f3f9f3771e94c197517b

Observation 39c5bfbd-d329-4f8a-9ab2-2605288e7f3d · outbound

This paper cites Cam: A constructivist view of agentic memory for llm-based reading comprehension.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Cam: A constructivist view of agentic memory for llm-based reading comprehension

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-22T09:21:21.722129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:67fd1c32ec066efd570e7dc22dc4ce0f4b2d56eeaff571dda1dbdd04a4ce4e94

Observation 599a877f-0a73-4536-afcc-765ea693098a · outbound

This paper cites Long-context LLMs Struggle with Long In-context Learning.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Long-context LLMs Struggle with Long In-context Learning

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-22T09:21:21.743874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:513069f6cdae1987c1f5f03c335c0ee5facfefc8eb9cdbe3f9c25bb8ce14016f

Observation 7fbf2433-a2b5-4f4d-bee7-fbcc8f4af16e · outbound

This paper cites MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-22T09:21:21.755679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:67605a0f8340a619637076132449acb06a3adfcfb26509df60ba7ec1a558ee2e

Observation d980c64e-9864-42b6-8c7b-5342ad929d44 · outbound

This paper cites CoRR , volume =.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents CoRR , volume =

Reference 10

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arxiv_id, observed 2026-05-22T09:21:21.810998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:8b5574a0ac3bc1d3ab80ec94c1e27d9a622dfd4bd719ee4816207f4257de244f

Observation b0d20874-7625-43fb-af3c-af3431b1f523 · outbound

This paper cites Evaluating Very Long-Term Conversational Memory of LLM Agents.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Evaluating Very Long-Term Conversational Memory of LLM Agents

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-05-22T09:21:21.737939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:ff0ced077cb0129791a1c761d84f3a45b0b5d3d5c7f46732bb6d9f11e14dbc20

Observation 5c45c834-f835-49f7-b73d-90c148306748 · outbound

This paper cites MemGPT: Towards LLMs as Operating Systems.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents MemGPT: Towards LLMs as Operating Systems

Reference 12

Resolution
metadata mismatch
local_arxiv, observed 2026-05-22T09:21:21.816188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:0122725addd9751168c6e39c63bc28f4c13bc6dc917715e1c7a8ad879f4b26c1

Observation b5cec177-1d2f-446a-9056-57af8fc162b5 · outbound

This paper cites ToolRL: Reward is All Tool Learning Needs.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents ToolRL: Reward is All Tool Learning Needs

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-05-22T09:21:21.732391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:329085d1557db432f5d1b73e4f290991cf2c7048059eee688064279847394dfa

Observation fe9e7f96-60e3-4101-86c3-c7c538c55838 · outbound

This paper cites Zep: A Temporal Knowledge Graph Architecture for Agent Memory.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Zep: A Temporal Knowledge Graph Architecture for Agent Memory

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-05-22T09:21:21.821304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:7c64cb4ddfed2891d2527d3f30192f47cfe2bf43ab288f009b275bc1c08972ac

Observation abbd3d3d-807b-486f-9c60-8a6d06fa8e8f · outbound

This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents HybridFlow: A Flexible and Efficient RLHF Framework

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-05-22T09:21:21.852304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:ed826fd53cd8f859cfaf79b3c90d41f39a111984a4bd6ff916546d76a855d27f

Observation 4c4424bd-3bba-4dfb-8db4-16520030a305 · outbound

This paper cites MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-22T09:21:21.794360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:5421035177bd76d9fa320c142d74c8f267d7dc8481650f1ac21a3c8683b4c59e

Observation b4ed6ee3-62ee-4e03-a436-b0852d366c7c · outbound

This paper cites ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-22T09:21:21.800398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:b1f6dde9cbb3b1a49aff6b34f12dffcfbc330b5cdf603da4cd671cf2da1c8dbf

Observation 5efed7af-d6b0-4864-8200-d5dcdd17ba2a · outbound

This paper cites Mem-{\alpha}: Learning Memory Construction via Reinforcement Learning.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Mem-{\alpha}: Learning Memory Construction via Reinforcement Learning

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-05-22T09:21:21.805524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:3c68b501d03a01415d5d881fcea5d0bd8bafc8a77272f384f7f305bac40a3f3e

Observation 9a1d1a32-0c80-42e5-82f2-bfad74d3fc15 · outbound

This paper cites Webagent-r1: Training web agents via end-to-end multi-turn reinforcement learning.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Webagent-r1: Training web agents via end-to-end multi-turn reinforcement learning

Reference 19

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verified fuzzy
raw_fallback, observed 2026-05-22T11:01:27.401702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:7c58a61237760d578d1cfddaa5ca0493880c8c1bdfceaf8fab630d983a5eccea

Observation ec0cfe0b-49ac-4738-85aa-a235ec26ee52 · outbound

This paper cites LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-05-22T09:21:21.788480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:41c0437b8d745231fc0eb705fc83791587f6c16ad6d0fac7635a3e31b8a98c56

Observation 8606cf7c-712a-4112-ab91-b85ea336485c · outbound

This paper cites Beyond goldfish memory: Long-term open- domain conversation.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Beyond goldfish memory: Long-term open- domain conversation

Reference 21

Resolution
verified exact
doi, observed 2026-05-22T09:21:20.342773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:134c57c4c53339e96d5d26d2f1d3449baf75505243ac9323ede1e1c37ce102db

Observation 13e151ad-cb8c-422f-bc5b-9c0e7e5a3b6f · outbound

This paper cites A-MEM: Agentic Memory for LLM Agents.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents A-MEM: Agentic Memory for LLM Agents

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-05-22T09:21:21.844750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:44149537fd3615900c5904428930198685923665d785444deb887bf47a285534

Observation 77a3ce97-ad3c-4617-9fdd-8b879aa94d90 · outbound

This paper cites Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-05-22T09:21:21.766214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:c6fffc0380bb439719cd1f179fd9da12e074fabd684766a8141a551c703b8d75

Observation e26a4afd-c1fb-4803-a3e7-c812388a5fbc · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents ReAct: Synergizing Reasoning and Acting in Language Models

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-05-22T09:21:21.771946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:b5a15e142247ef1aa7131c283390f84527c1695701e93ecc82afa08ed002b6b3

Observation 08969ba7-e808-4bd6-96aa-de84ae47507f · outbound

This paper cites MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-05-22T09:21:21.777252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:fb7c315fde13f183e1f02c6c17722568bbbaf55a99aef2dda05fcb443f96f9a7

Observation 596ed59e-b5bf-45c2-8ab3-6739863e5118 · outbound

This paper cites G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-22T09:21:21.782963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:d84f50c5b5e7e7d6e8aa2298fbc15ce6b5348c11699eb6e581086e1781f97896

Observation cff9318f-0f7e-40db-826c-345eb0661917 · outbound

This paper cites Memorybank: Enhancing large language models with long-term memory.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Memorybank: Enhancing large language models with long-term memory

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T11:01:27.398252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:9fe6ab5fbd17c5e23f256700a6bc15619c75aa9b080d36720a6b9357e8ddca7e

Observation 563d83f0-9912-47cc-92d2-0ad1062118e0 · outbound

This paper cites Mem1: Learning to synergize memory and reasoning for efficient long-horizon agents.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Mem1: Learning to synergize memory and reasoning for efficient long-horizon agents

Reference 28

Resolution
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raw_fallback, observed 2026-05-22T11:01:27.394573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:a2c326232a8ffed40a32ad78f90256ce9787b393bbbd8e9cd1777abc4ec8b73c

Observation 4658780a-583a-4442-839a-e743263abd43 · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 29

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unresolved
raw_fallback, observed 2026-05-22T11:01:27.391018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:1612af33afe0070f770ebcd46586db1278e03c8cdb3e67d9fc59b7c77368e6a0

Observation e44f57be-0f41-44ac-99b0-e91d18ee3c5f · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 30

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unresolved
raw_fallback, observed 2026-05-22T11:01:27.387199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:28cc962090672317a16c52edc3c8b052bde4e626e70b3264496bd1076d122dbb

Observation fc59a1c1-2de3-4775-8584-ef7a8a07222e · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 31

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unresolved
raw_fallback, observed 2026-05-22T11:01:27.383651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:762cf0c84f2b5731097f644a869e0d32fa8a076dff9aa3924905c34442a31f0d

Observation 1e1396fe-12b2-453b-a933-a8d987c48858 · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-05-22T11:01:27.380556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:8c70f5fda9f805ddcbc8cb930748029d3eb585491cabd7f6833ff524e46a9074

Observation f6b66f5a-6238-48c2-ae17-f7c51d77947a · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-05-22T11:01:27.377370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:bd0e19e9dda916bf042254006d80fa03b6b182d994271724ceaf1f950ed1a390

Observation 464f25ec-9572-4af4-bdf2-f5ce73993979 · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-05-22T11:01:27.374260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:3f3839f9e7e2f30f86886548914372a33e3e71a1ecc241136ba5200375ed4528

Observation 01e61582-a435-453a-944a-07cc3ce995db · outbound

This paper cites John.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents John

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T11:01:27.370940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:31e7ed8d577989ee4a103906fd1779e05dc3cea5c4af2800c4fc3160c8b4e904

Observation 970a9071-333c-4cbe-923d-cad1a7d6855d · outbound

This paper cites John.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents John

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T11:01:27.367240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:a07981e8f4864480134fc52211df989a66de5fd2d83f10a2084eb2e7ebf1f3ba

Observation 99fee9d0-cb08-4fe4-a226-aa445db3dcda · outbound

This paper cites memories.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents memories

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T11:01:27.363496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:2cd787d8963f57717732bb945412a18cab0792945765ca8d3a806b23d1739fc0

Observation 81235b70-d8ab-48a0-b1a0-82e515f3478a · outbound

This paper cites memories.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents memories

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T11:01:27.360565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:118aec16f46648839760436fe98b2cf20322062bc5d65d95270e52bdc4c22e38

Observation 91e21b76-ba93-4d6d-aeea-6b7aac890228 · outbound

This paper cites memories.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents memories

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T11:01:27.346912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:07bf94a62a9e19fe597b86723e54520668506b0e911796f843b84a697854fe30

Observation 87f570fe-9e93-451e-a7a7-d04f2660fe9e · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-05-22T11:01:27.343784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:9c97cb05ced346ed3e98d3646ed9563dbf7190b74e49be543f10dbdb0e3fe520

Observation 0ed933a9-0a5c-4c97-be80-ceb8b9fb0173 · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-05-22T11:01:27.340613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:e80559271ca75cb10795476e2732561a7b0a4d65af782d11fff204e907c3ab3b

Observation 349eeef3-5a25-4cd6-9724-3fbfb41d0721 · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-22T11:01:27.336839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:29bb1535d4897c2a422912b3daa4203b1be4c2188005dbe9254ad3cdc56a6424

Observation 56d0b9cc-dca7-4434-844d-c60b9ca11c1d · outbound

This paper cites memories.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents memories

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T11:01:27.333609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:eb29eaaefa8b8bf13ef0fbe5d8f3c85a4227eee3fde07b687d48a5e38758f750

Observation f0b26d3e-111a-4b0b-aef3-f419387f2eed · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-05-22T11:01:27.329857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:1a6c707f25f288a9113b387dc65b7713d85db474b77b7a6c191633734362aa9a

Observation 1db047f8-cfbc-4d7b-bf04-d1f6bc47e1ce · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-22T11:01:27.326375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:8b413a128b5422fb33374d82a568ae288531c0bae5241acb9786ec9a93c1d581

Observation 90dedf42-52df-4dc4-8b8f-9fbde9e0f7cb · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-05-22T11:01:27.323159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:856abec9bbecc5cf69fbb9e34e0c96501f8bd34863667b34675a9aa419726cdd

Observation 940f5bf4-1cbf-4e3c-8f11-1d8d6bc065da · outbound

This paper cites last year.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents last year

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T11:01:27.319113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:bedd81316e65e1de651b2498a3992068eaea26d957c4ffc8ec65dbe43c6fb072

Observation 31b7e2e5-9d8b-4071-a3a4-084097776d5d · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-22T11:01:27.315474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:4fffadcad73fe655ae44bfb4106136d9ddebca98f8659f669a55d9d5f8e67c8a

Observation 5a63e008-b44d-4881-9e72-e618fab2fa8a · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-05-22T11:01:27.312369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:ab4d466957853e7ae02a2be77376908577ffd80145212f6dc4bf0a8d42d7eec5

Observation e2b1aa33-fa01-44de-a11d-b4cbfc819630 · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-05-22T11:01:27.308743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:6ca0e880efe41f1496d70fe55622fe9764ed5da5a77613fe417a0911f13d3aae

Observation ec41c097-5bef-4a22-b3e7-2ef01dda6cd7 · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-05-22T11:01:27.305421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:f85f359b889d246e8adbf29168e179934a4c8f8b90594c7fdb7be3e91565c392

Observation 699d11af-f8c7-4976-8674-dcd061b403e2 · outbound

This paper cites last year.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents last year

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T11:01:27.301423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:d27ff5faefae18e30223698b5f134cae066661379cb8cc32a95d6576126a7439

Observation dbbb2705-61af-4863-b2c1-10a2d996c15e · outbound

This paper cites last year.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents last year

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T11:01:27.357330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:22f562e68ce55ff07205e7a944b944073ddf874a0527c745ed39c5effd1af3fb

Observation a37efeef-3961-44bb-a4c5-ebe2033802dc · outbound

This paper cites Do not confuse character names mentioned in memories with the actual users who created those memories.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Do not confuse character names mentioned in memories with the actual users who created those memories

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T11:01:27.353886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:349e6e3be612f2ce2ae7133eac0483e703a2f8adccd4dc3ff9dc3543844c4b0d

Observation e489b988-5318-4d84-b4a2-cec944ad7c74 · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-05-22T11:01:27.350169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:c8c3a4c9464d4a82d24b4515ef0a6a491b5ffca7c622092ae7a73987d99199fe

Observation cfe70214-8370-429a-8699-cb7a1da6850c · outbound

This paper cites # APPROACH (Think step by step).

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents # APPROACH (Think step by step)

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T11:01:27.297301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:4ffc78aac008294d0cc76e7c11085eae87aa6ce335e360fe97b546f717b60739

Observation c0516032-c75c-4d4a-b448-007dd875f528 · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-05-22T11:01:27.293461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:c9bace72e2144b51310772adb25f9773196f305c5d93619d31dbf95f1853169a

Observation d1ef5330-9024-4fe8-8ffd-b9aa21f9963c · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-05-22T11:01:27.289952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:33d49a48e6fcbeb66d7cf039fb75cc66166b20f67cf28c25bbb02cc4374e7c42

Observation e553db78-0b02-490a-a3f4-7f0fb406bb30 · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-05-22T11:01:27.286199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:96647b12153224f2128772e9e3b939d10f7be14c20edd62f81f72836ff31cfd9

Observation a1759ff3-4a45-4deb-9c8b-dcee60511ec5 · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-05-22T11:01:27.282304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:819ff0f3ca0013ac77b92c1602a3b470cff2cffb923b369caaa18a193b042113

Observation 9a5e5c88-072b-4bbd-a305-2a5ae1a5d833 · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-05-22T11:01:27.277893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:b465e0900adb1455a70e1b96932c9209aa000ba2036492df68f35dd0260b682b

Observation 94e50c1a-ea98-4a44-8596-ca40295fd259 · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-05-22T11:01:27.274156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:71956f79cb09492e3fafc2f97b86ee0e2bc7c19932a128f8c10f942ae8894069

Observation db19167d-6f65-4b16-9822-468e0e7c8256 · outbound

This paper cites an unresolved cited work.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-05-22T11:01:27.270067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:a511aee2d495ed25c6426c487e73f106620ce462e7ad90cadca6960813217d14

Observation e2ca0509-c8f4-41aa-9e0e-2590c361bd5f · outbound

This paper cites May 7”versus“7 May.

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents May 7”versus“7 May

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T11:01:27.266468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T09:18:15.753115Z digest=sha256:2dca5966b49b26c8c9e035333c70fbb2062048e934cbe567096f60a605150bb3

Pith citing papers

Observation b54c8082-c089-4cd0-90e7-47dc88bacc4a · inbound

Rosetta Memory: Adaptive Memory for Cross-LLM Agents cites this paper.

Rosetta Memory: Adaptive Memory for Cross-LLM Agents Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-07-02T16:27:09.172542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-27T22:42:33.581068Z digest=sha256:92dff7db1174fca28252b6f38a6b100c7984d01b46059668a50e1376f26fce88

Observation 06b7549d-5b6a-442e-a256-bac21fa3aea6 · inbound

TRACE: Turn-level Reward Assignment via Credit Estimation for Long-Horizon Agents cites this paper.

TRACE: Turn-level Reward Assignment via Credit Estimation for Long-Horizon Agents Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-02T03:10:51.620840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T03:10:51.620840Z digest=sha256:8db82f622c1ec4d98938c117253f672c53e3715bb7495790327c3ad29b296b94