Pith. sign in

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=sha256:2d692e9d6a1578884f6d2e96ba64656ef5e4fb95d40977f8daf11f3136352b8a

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=sha256:62ac97e0302cfea5745345c24a3755f1cf045d021894625ab8584a5269165b98

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:fa31d21cbc51200aead8b99cecf41c05290678abcb78e6c3b8844f15d0481987

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=sha256:3cea1e7948602a10d4e6f745639376eaf855cfa79a17fe96546971fe611c2845

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=sha256:36c85ee52ea76b004fd1a25207e044ec5947657a26dd6ec4c8016c7c284efa1c

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:bed3e24081764476eb92a367eef7affc940e0c335122ecde7aae269e7ff8fa3f

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:c5af594274a9d10ac44e763669f1660d039f14733b4f9adf943702dbc3110163

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=sha256:40572f70daf4fad7a3fafbb33992b58660f36a572493f2c4cd6e012498e3312f

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=sha256:1482f039a2dee6e2dea944cf5ed3b0788e5245a9f2de8861af4df0c6ff6b4450

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:fbb2218fe87f3c21946ff623f781635b2913b8aa35982a1986b27a8b0cc8ec88

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:ed8ffe7d9f0638810ec23cbd787664ce1f73eee7e64d252a410f940ace795b3d

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=sha256:24901a5c4e06b1d47ab08ba015dc59f1bc7bc2c42d11384a24c753e3976f2da4

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=sha256:4d8b66a443c878192ba281f43903c7c7a06a7b404c4a7d062a27184b9b69fb1e

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=sha256:5b6b3bb7a0485194ce7ea6c8eeaa2e94b8245a8a15c42d2f83352d0131520941

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=sha256:492b5824681aff180d492848d2c4ccc76dc2632396c7c5622e7c3e1e6087f8ee

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:e3eaa1217905921c8f7da6def18b515a2c1f5866b04d3f4f4dc9a5a2a728d383

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:bf1a248461b6864b9c6a25d2a493ce6a6fab4e909970d127f90706d3bb620ce8

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:a0578b0ece701d48dbf6b5f5311bbd832521427d07eb7a263fa81bd269b7658e

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:ebba06e75e7fd89f316126d8b85508d0ef824a0b1d3f49603fe94c7bd87456eb

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=sha256:73195590ad91142c38403e401181344c1864216054b57afc5d1006cbbc6ac902

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=sha256:7d427ec763caab7bc701440b8d688cedd795ceb1323a01d8d2adc55f63116dcb

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:dfce91627a1767345265d9292abccd3a42cce7d5e136aacb147e559f4f45765f

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:f88595aebf08c6a07ed6ba8b8a307972420ef6f5bb024ca1c5a1ef8fbe771125

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:e52e4f82c29dbf16fe5c4e2fd514fc5940f29f044ead5bc51c2957456e660a73

Pith citing papers

No inbound Pith citation observations are available.