Paper Citation Record · LEDGER

ObjectRL: An Object-Oriented Reinforcement Learning Codebase

As of 12 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2507.03487.

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

pith.paper-citation-record.v1
2507.03487 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:12:39.393962Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

24 of 24 outbound references displayed

verified exact1
verified fuzzy10
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 39cfc245-b787-46fa-a6c2-5420fe5d9f36 · outbound

This paper cites TorchRL: A data-driven decision-making library for PyTorch.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase TorchRL: A data-driven decision-making library for PyTorch

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T20:12:39.323473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 061c7f0f-86a3-4ef9-962a-ef010bc44589 · outbound

This paper cites an unresolved cited work.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T20:12:39.327517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82463abc-c3b9-4648-a200-061b08f70f13 · outbound

This paper cites Ciosek, Q.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Ciosek, Q

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:12:39.630531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 16bdaace-7a72-4e4f-83b7-5cf7c9a78905 · outbound

This paper cites D'Eramo, D.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase D'Eramo, D

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:12:39.619884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c2fdecae-aaec-4506-ae33-8ca047666330 · outbound

This paper cites Eschmann, D.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Eschmann, D

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:12:39.607558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2c126fed-08d2-4600-86b8-32683f442e28 · outbound

This paper cites Fujimoto, H.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Fujimoto, H

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:12:39.597486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 724d2cfd-47a7-4142-afe9-ab9b0777c8b8 · outbound

This paper cites Haarnoja, A.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Haarnoja, A

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T20:12:39.343880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67fde5d9-20bc-4476-9911-b9e2992efb6a · outbound

This paper cites Huang, R.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Huang, R

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:12:39.582532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 349274ae-85ad-4c60-bdd4-61a23d3defeb · outbound

This paper cites Liang, R.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Liang, R

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:12:39.573841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 172e5ded-fda5-4aa3-9588-dacc830f0467 · outbound

This paper cites an unresolved cited work.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:39.563549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 10a5f654-9a6c-4126-b23c-e48e6ff39023 · outbound

This paper cites an unresolved cited work.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:39.554209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 696ece65-2736-4f35-85ee-be673fd65cb2 · outbound

This paper cites Raffin, A.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Raffin, A

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:12:39.544512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 34c5c8bf-1d57-4a89-bb06-93e646a097b9 · outbound

This paper cites an unresolved cited work.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:39.534009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 24f3991a-e7dc-45ec-bfec-a1158faa05ca · outbound

This paper cites Proximal Policy Optimization Algorithms.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Proximal Policy Optimization Algorithms

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T20:12:39.364471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ecbbc17-c7aa-4d14-a745-c184a2711c61 · outbound

This paper cites Serrano-Mu \ n oz, D.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Serrano-Mu \ n oz, D

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:12:39.524313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6f530449-22aa-4230-a384-26b3bf5b559f · outbound

This paper cites Smith, I.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Smith, I

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:12:39.514910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 02505c29-3a4c-4353-a11a-d5adb64be135 · outbound

This paper cites an unresolved cited work.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:39.505674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 41b532c0-9ed2-4768-81a4-ae46cd8e0766 · outbound

This paper cites Deep Exploration with PAC-Bayes.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Deep Exploration with PAC-Bayes

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:12:39.429094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c945b5b7-78c8-4fed-a06c-d7d34ae756af · outbound

This paper cites Todorov, T.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Todorov, T

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:12:39.494398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 96f2a5c3-af0b-4775-b5ba-d73dd3ecf20a · outbound

This paper cites Gymnasium: A Standard Interface for Reinforcement Learning Environments.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Gymnasium: A Standard Interface for Reinforcement Learning Environments

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T20:12:39.381986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0097115-9507-4720-9555-0aaa652a110b · outbound

This paper cites an unresolved cited work.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:39.484506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d4713f1e-3b1f-41e0-bd19-afe8383f2891 · outbound

This paper cites an unresolved cited work.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:39.474633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e0b3fe47-9d80-462f-90d3-7609ba13b098 · outbound

This paper cites an unresolved cited work.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:39.465207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d58c4c43-a7b0-4978-9952-1768b95557d4 · outbound

This paper cites an unresolved cited work.

ObjectRL: An Object-Oriented Reinforcement Learning Codebase Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:12:39.456356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.