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Paper Citation Record · LEDGER

ObjectRL: An Object-Oriented Reinforcement Learning Codebase

As of 11 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 2026-08-11T06:34:44.6726+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.

source=arxiv_source observed=2026-08-06T20:12:39.323473Z digest=sha256:47ec37fbedf771142989c72fae9bdafa4ae361fd2f0627fc4faf542e8867bc84

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.

source=arxiv_source observed=2026-08-06T20:12:39.327517Z digest=sha256:9f33c44b7f4664be4d1c70213d60efced8217b4aff64c4e022e83757def06b20

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-06T20:12:39.330579Z digest=sha256:a24e76318257249796def8870c2e78a73b47d41e2f130f7cdf6d16852f002688

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-06T20:12:39.333514Z digest=sha256:45f2f5629b906ee4cc4caf0134dbfa78be2503c7a1e3526a9a1c05973c82f5c2

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-06T20:12:39.336648Z digest=sha256:dca89b7e24b64306e4dc68181de4734dff9dfbf2ce8777f699dd864eff13fb50

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-06T20:12:39.340694Z digest=sha256:771850ec22d1b657e04bb84435446d7a4d1971837819b2a629839d9f9b55676e

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.

source=arxiv_source observed=2026-08-06T20:12:39.343880Z digest=sha256:cf92b6d18c2145ffb755a70685b8a9e56d68032403438f32dccf8f0c5019b97b

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-06T20:12:39.346709Z digest=sha256:821a1ccbd253c98ffa3ff9c52ab934a086b1d5494f810dfbd1e462de8f9d8de5

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-06T20:12:39.349438Z digest=sha256:850f40227566ac8bc61cd76b76140bef4a3296a8229192922c4c3ee95fd42c45

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-06T20:12:39.352183Z digest=sha256:6409ba8dd27f66fd8f551f38a6864f9e04337d201f0c01f063b821adf1ed6cee

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-06T20:12:39.354942Z digest=sha256:64c0c361490bd4c3ad5587581db1c5e606508f65d33bfd4dbf5f734f43e5c946

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-06T20:12:39.357646Z digest=sha256:7ff5d92c3427399d6ec82498688077c8142324773f3083d5bf7d7be427a4e282

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-06T20:12:39.360418Z digest=sha256:845735ac4774e8bfb8ccc7a88cc97e71eefc4351d1f3dbe4cd2905ca22dccb51

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.

source=arxiv_source observed=2026-08-06T20:12:39.364471Z digest=sha256:4414cbe2261aad75aac42b50ead1b9ffbd34d466ee912da3647cc46752556851

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-06T20:12:39.368580Z digest=sha256:7ae1c2ba2c4b2bad10d072e00cb1b391d2db70ed70922aabf3ae5ba6620ed41a

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-06T20:12:39.371374Z digest=sha256:317c61ec354bc29d312cf400a54e2dd0559b61ec15ef9c0053fff6b0f6624a67

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-06T20:12:39.373848Z digest=sha256:927c1f6835a256bd4ef55449c1c16de597e1d68e6d48923ff2ca7fe0f9658816

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-06T20:12:39.376428Z digest=sha256:19d71795de2149a11f30295998a4738af7a875798b6c4a032d80fa0c7c75b8ea

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-06T20:12:39.379432Z digest=sha256:a0e26dd596be3135f8631e624acb24193c8142ba092a0150acf249ff88ffb270

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.

source=arxiv_source observed=2026-08-06T20:12:39.381986Z digest=sha256:97a8bebd462fe236d1826dd8495f41bdda6c7bf568ae122f6017e7b392e767b7

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-06T20:12:39.385310Z digest=sha256:028d2c9a43e84df5e58c6a0961894bc38bb5bfe381b1fa844a9cd28cd78a8823

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-06T20:12:39.388573Z digest=sha256:8c4033766bec8947e2fff388c19b4c5c68e32443b48328971f41d7b0a866302e

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-06T20:12:39.391279Z digest=sha256:bd386316c8ece6b09b610ffa9a976d0b053419914ea836a2b5c3de00e2df02f3

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-06T20:12:39.393962Z digest=sha256:6cc564f69d26c9080b28953f5a48e9ab6a0a13dd13efe25b87cb2bda47758b7c

Pith citing papers

No inbound Pith citation observations are available.