Paper Citation Record · LEDGER

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory

As of 15 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 2 inbound Pith citation observations for arXiv:2501.12485.

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

pith.paper-citation-record.v1
2501.12485 v3

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:13:17.467572Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:44:24.367410Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T11:08:27.947750Z

Reference resolution

48 of 48 outbound references displayed

verified exact0
verified fuzzy1
unresolved47
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a21892c1-d77a-4036-858a-4cc22e62c647 · outbound

This paper cites Agent S: An Open Agentic Framework that Uses Computers Like a Human.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Agent S: An Open Agentic Framework that Uses Computers Like a Human

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.213197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d44646c9-9f1a-43ef-82c0-6e16c10429a1 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:18.386550Z

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 5544d85d-9fd9-4016-9e4f-873226ce5de8 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:18.370273Z

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 3aeca655-8932-4cea-91b3-327b91a421dc · outbound

This paper cites RT-1: Robotics Transformer for Real-World Control at Scale.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory RT-1: Robotics Transformer for Real-World Control at Scale

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.231264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation decebeec-376b-492e-be45-6a92149c682a · outbound

This paper cites Language Models are Few-Shot Learners.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Language Models are Few-Shot Learners

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.237426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5591f73-5d40-4d00-810f-80a81a7a2004 · outbound

This paper cites The BrowserGym Ecosystem for Web Agent Research.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory The BrowserGym Ecosystem for Web Agent Research

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.243192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a67a2032-2ea0-4b4b-bae9-fd56540d3fd3 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.250121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 972781a7-bd9c-4129-ae92-a7b87616b4cd · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:18.340382Z

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 10ca43cb-d889-4db5-bc11-25b21a724fe3 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:18.324112Z

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 fd7dd417-29ea-4d7d-9f2b-d820593b7c73 · outbound

This paper cites Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.268107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73ec1419-c1d4-4c7d-8ba7-83f222bf0752 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:18.308359Z

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 65f1feb6-8a91-4e20-b2b1-48cb1b321b70 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.279617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e6a2fba-bdfb-4cf3-9c93-8a1e23b3153f · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:18.291864Z

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 cb43f64c-7a84-43fc-933c-71d20595528f · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:18.275576Z

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 bc2d5f9c-4adf-446a-8115-1a7a0f744cc7 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.294635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca7fe179-1b51-493a-a648-b8ca4ecbd373 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.302504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4ff9115-03fe-4e18-836f-c1f646b169bd · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.309822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a51d5bd-f9d6-4417-ac51-5c8e32f58a74 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:18.247423Z

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 cad729c8-e4dd-4c9a-9e1c-4e744bd23d3a · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:18.230224Z

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 833cf5bc-0016-45ea-9281-01fdbfd7ee58 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.326555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c81d1bae-a3ad-4bb7-8b03-f0d0b9c3eaea · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.333043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 520b1ed6-b35c-44d5-ac15-a4c267011f10 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:18.197763Z

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 990f784d-ba51-4fb2-8053-c438e60bf77b · outbound

This paper cites Safe Exploration in Markov Decision Processes.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Safe Exploration in Markov Decision Processes

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.344116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0612983d-6625-46fe-9869-ac7b28389381 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:18.179880Z

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 a0972e86-eec0-4b82-b688-96081568c1a9 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:18.164466Z

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 647f657c-1488-4f27-ac89-3a1ade6ae161 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:18.149685Z

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 9f6e172d-5e04-48cc-9383-4fa23e95127c · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:18.131587Z

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 834ff165-eaa3-4e65-b89e-482179552419 · outbound

This paper cites Prioritized Experience Replay.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Prioritized Experience Replay

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.370810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c204104-4eea-479a-aa15-bcade50325a1 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:18.113438Z

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 25916f87-c369-492e-b885-2e464fc51e05 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.380417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cabf2578-d8cf-46a7-8453-2d2331868e95 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:18.083461Z

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 e2d9cd5c-3ade-4cda-a663-e2a65cbb4f47 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.388929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 434df4af-6360-4b4c-9d00-36b1789afb4e · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:18.065874Z

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 178dbeb4-0273-4afa-9aab-0d5f05f20d4e · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:18.048366Z

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 e85b78db-5227-426a-bd6b-b71fd98df6b3 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:18.031385Z

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 0e7888ad-8721-4696-bde6-4061ae800600 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:18.013315Z

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 d78002ca-235e-487d-b753-c634d7cf0268 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.410888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 705a00df-e93d-45c9-bdb9-5810b28323e7 · outbound

This paper cites Unsupervised Predictive Memory in a Goal-Directed Agent.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unsupervised Predictive Memory in a Goal-Directed Agent

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.415738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ac89cff-3378-4b7a-b933-ea995bcbd277 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:17.982976Z

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 abd7c97e-ac18-4641-a767-ed47ed7f1101 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.425480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 354d77c5-dd16-4c75-964c-398e13a9a9cc · outbound

This paper cites React: Synergizing reasoning and acting in language models.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory React: Synergizing reasoning and acting in language models

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:13:17.955085Z

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 73899d8b-53bf-4d00-a04e-7213e10dfffa · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:17.938254Z

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 5742bf7a-5015-4a08-b823-a4290d69fc39 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:17.920589Z

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 ae2f677b-1521-486f-bf06-3a3e33c38336 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:17.903569Z

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 f5a3b990-74d2-4fce-aa0b-6fa4be6e8d86 · outbound

This paper cites an unresolved cited work.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:13:17.886303Z

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 3fdeb618-c769-4834-9520-fa49efea06de · outbound

This paper cites write newline.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory write newline

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.456012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 018a73f4-b162-4b37-a36a-d26bb2c10c32 · outbound

This paper cites URL: " 'urlintro :=.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory URL: " 'urlintro :=

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.462132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5d454a3-a2a5-4826-8690-156b1772dcc9 · outbound

This paper cites write newline.

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory write newline

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T17:13:17.467572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation cb4b2648-5820-4d16-a921-c9cec872a5fe · inbound

Large Language Model-Brained GUI Agents: A Survey cites this paper.

Large Language Model-Brained GUI Agents: A Survey R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory

Reference 299

Resolution: verified exact; arxiv_id, observed 2026-05-19T11:08:27.949271Z

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 9d92ee5a-d4ce-4cc8-a074-cf5e180bf1fd · inbound

Get Experience from Practice: LLM Agents with Record & Replay cites this paper.

Get Experience from Practice: LLM Agents with Record & Replay R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T14:44:24.367410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.