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Paper Citation Record · LEDGER

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending

As of 10 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2506.00505.

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

pith.paper-citation-record.v1
2506.00505 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:09:17.123982Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

29 of 29 outbound references displayed

  • verified exact1
  • verified fuzzy15
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation beb0ea1b-46a0-40bb-93e7-8f8e41c1df4a · outbound

This paper cites BIS Quarterly Review (2021).

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending BIS Quarterly Review (2021)

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:22.564916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:14.513756Z digest=sha256:5951ed07653c55fa1d11217b10c209755f403dbc19e14f096cd696ce98d5200b

Observation 821519bc-ee38-42ef-980e-da234539547c · outbound

This paper cites FSB Report (2023).

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending FSB Report (2023)

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:22.308639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:14.597377Z digest=sha256:ec96e3d1c82be5696b4bc6d3fa7e8f6f796ea6d1e89c39d46a8f6a82c1e8caf9

Observation 520530ff-603b-437e-8c89-eee90db455aa · outbound

This paper cites an unresolved cited work.

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending Unresolved cited work

Reference 3

Resolution
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raw_fallback, observed 2026-08-07T12:09:22.133460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:14.695508Z digest=sha256:b67bdf8aeb5d03b6681722b8eda9a9e5a9a78a76ec744f2fe438e29be396cb51

Observation 34e6c2e5-37b7-400a-bb30-792200266e7e · outbound

This paper cites an unresolved cited work.

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:21.948119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:14.736549Z digest=sha256:596f749ea962d693b161f434a5d0639fd5dcf0b83be94f9cd05e13754c1aac34

Observation 4c0d659b-592e-45e7-9bc7-881f1ea428a7 · outbound

This paper cites an unresolved cited work.

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:21.766825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:14.826769Z digest=sha256:93cd79135af5d895918290166c760dafe05e88afb246bbd020319395ec939524

Observation 50f406f2-18b6-4696-a5bc-5812877ba587 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) (2021).

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending Advances in Neural Information Processing Systems (NeurIPS) (2021)

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:21.533726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:14.908547Z digest=sha256:eacff3d23c05c486b22a8ea9295347055af4da0a4b8e47f159c04c4eb42d48e1

Observation 7df7c94e-f088-4a9b-ae06-eb1da219a93b · outbound

This paper cites In: NeurIPS (2021).

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending In: NeurIPS (2021)

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:21.387731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:14.987490Z digest=sha256:ff746d676837263d0fc1ce0741bde961435d89568cb0379b65d1e1815adabf31

Observation 6727cc8c-4861-4bdc-afc8-6773640a49d6 · outbound

This paper cites International Conference on Machine Learning (ICML) (2018).

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending International Conference on Machine Learning (ICML) (2018)

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:21.238639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:15.071591Z digest=sha256:876554e0c215ef4c3cc93d7655fc4658e3bd5b0a44eea9798b47e53fa667a53f

Observation 6e9f4b04-1d99-44f9-afd8-f73cab863fdf · outbound

This paper cites an unresolved cited work.

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:21.088093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:15.144476Z digest=sha256:3efc4efd633897674ee5e320ab4c045ac3a4cf4fffdc994ca9b288bb23458b91

Observation 7f06a2d8-aac9-4612-b4d3-0d9d93948dd0 · outbound

This paper cites an unresolved cited work.

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:20.896575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:15.245613Z digest=sha256:62e3077f8c3552291e54ae87b89138bc0614b15e3fb659259386dfe7b8ddc098

Observation 73a35342-c68f-4344-bdd2-5a6d5b30e14a · outbound

This paper cites NeurIPS (2020).

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending NeurIPS (2020)

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:20.752326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation e24e536a-9a91-4f03-9177-49eae5a4d7df · outbound

This paper cites Purcell enhancement of a single silicon carbide color center with coherent spin control.

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending Purcell enhancement of a single silicon carbide color center with coherent spin control

Reference 12

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T12:09:17.665117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:15.423824Z digest=sha256:cab1d10ec41322b19a10d0eb52666c3b8dbacf912f171c92945b60a31b4e484b

Observation 6c3f572a-6c17-432e-a818-e28431c8d7ee · outbound

This paper cites venus.io/t/chaos-labs-risk-parameter-updates-08-28-2023/3720 , accessed: 2024-05-19.

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending venus.io/t/chaos-labs-risk-parameter-updates-08-28-2023/3720 , accessed: 2024-05-19

Reference 13

Resolution
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raw_fallback, observed 2026-08-07T12:09:20.513939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:15.525914Z digest=sha256:78cee69523e28f547ef040b118716c3661cc92c8eb479ce75d8b2d0c76f5be52

Observation d5267957-8b59-4270-b78a-0070e4a217a1 · outbound

This paper cites an unresolved cited work.

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:20.336978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:15.638024Z digest=sha256:cc286f017b9a8af250cc8fbfc42386184824affd2fd5c9608effb0d7b40cf3c9

Observation 52bec9dd-ac71-4b5a-aa50-cf88e0fb7567 · outbound

This paper cites Master’s thesis, ETH Zürich, Zurich, Switzerland (May 2023),https:// pub.tik.ee.ethz.ch/students/2022-HS/MA-2022-28.pdf, supervisors: Ye Wang, Benjamin Estermann; Prof.

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending Master’s thesis, ETH Zürich, Zurich, Switzerland (May 2023),https:// pub.tik.ee.ethz.ch/students/2022-HS/MA-2022-28.pdf, supervisors: Ye Wang, Benjamin Estermann; Prof

Reference 15

Resolution
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raw_fallback, observed 2026-08-07T12:09:20.148599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:15.730838Z digest=sha256:46a7fa652517b4f67c38d8acf96a12406c894d88fdd3af490c7ea42ce791b958

Observation 1a97c5cf-99ed-4333-9f5f-b9995d2b75d2 · outbound

This paper cites an unresolved cited work.

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:19.938703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:15.807194Z digest=sha256:23485c851e2b3951f4494d190ea27f1bb8f7ff61edf05f4881e981e24d3d3916

Observation ffd72609-997d-4609-8fc0-9885f50b7b8e · outbound

This paper cites MIT Press, 2nd edn.

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending MIT Press, 2nd edn

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:19.711021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 217ad0bb-0206-4360-bc27-5aa3d1b826fe · outbound

This paper cites Interna- tional Joint Conference on Artificial Intelligence (IJCAI) (2018).

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending Interna- tional Joint Conference on Artificial Intelligence (IJCAI) (2018)

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:19.533059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:15.971319Z digest=sha256:2ff9f4ad2674af5471ebf6a37272dd86441fd5c2b0e7f151c56f7bb53eda817a

Observation 7b3593bd-69e0-4dad-a4e9-b570f3122661 · outbound

This paper cites Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI) (2018).

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI) (2018)

Reference 19

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verified fuzzy
raw_fallback, observed 2026-08-07T12:09:19.387328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:16.079848Z digest=sha256:b6ac943295525a95c45244f0583500a342038741ed90d8f520ca10354f6d529b

Observation c7419536-e00c-406e-87b9-c776b0029d57 · outbound

This paper cites In: Proceedings of the 4th ACM Conference on Advances in Financial Technologies.

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending In: Proceedings of the 4th ACM Conference on Advances in Financial Technologies

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:19.167988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:16.198611Z digest=sha256:5082cb786c60ce21ac69e1585198bc113546a2773a5721386442e0041be67cd5

Observation cfaf1301-d65e-4c71-83a3-06a977eece3d · outbound

This paper cites Market Misconduct in Decentralized Finance (DeFi): Analysis, Regulatory Challenges and Policy Implications.

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending Market Misconduct in Decentralized Finance (DeFi): Analysis, Regulatory Challenges and Policy Implications

Reference 21

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T12:09:17.504241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:16.256339Z digest=sha256:420701ea06d09aee48a31e0fe05e908cd53af48839bed449c9c52beb7edcc1f5

Observation acd32bd0-b02d-401d-8ab8-43b8b92afd51 · outbound

This paper cites an unresolved cited work.

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending Unresolved cited work

Reference 22

Resolution
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raw_fallback, observed 2026-08-07T12:09:18.940885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:16.364779Z digest=sha256:488edcbe76b946f9458921bee3fd12fb9c06848e4b1c83b4ab2f020ba169081b

Observation 0329a4e2-64fe-4455-98fb-6ccb9d3e411b · outbound

This paper cites an unresolved cited work.

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:18.753948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:16.456710Z digest=sha256:6c229e8e7db9f4c3917bd74ffbd183920485a94234770b1f0d2099d0cfd8e777

Observation 2c40791c-6e43-4152-8e33-2f894b04dd49 · outbound

This paper cites SoK: Decentralized Finance (DeFi) Attacks.

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending SoK: Decentralized Finance (DeFi) Attacks

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:09:17.300727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:16.587625Z digest=sha256:43d6ca74b36c3f89c97e79d7aa5ffe38de069c88d0d247e4e4e243df030eaecb

Observation 0b9b6b92-3323-43ad-8b43-f9b303fb48a7 · outbound

This paper cites an unresolved cited work.

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:18.550878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:16.672584Z digest=sha256:e9f7efb8621e38697b3d989d3ce3ebb5dac6cedb76bc11647091deddb612bf80

Observation 0c687f76-666a-4472-9b30-df86047219dc · outbound

This paper cites Each value is scaled down using the appropriate decimal conversion: totalLiquidity = totalLiquidity 10decimals.

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending Each value is scaled down using the appropriate decimal conversion: totalLiquidity = totalLiquidity 10decimals

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:18.376873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:16.784937Z digest=sha256:b3a73827bc52d6e55eb2e8399809eb03d4420d0bdf6ab92034c1fafa4a1c284f

Observation e7d87720-fd93-4751-9c82-e408050460dd · outbound

This paper cites The APY is computed as: AP Y= 1 + rateAPR 365 365 − 1.

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending The APY is computed as: AP Y= 1 + rateAPR 365 365 − 1

Reference 27

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raw_fallback, observed 2026-08-07T12:09:18.214843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:16.909980Z digest=sha256:53f6d01713c71faf58bdbfc6ab9228e94b6aac75f06023c0b3d440bc218495c0

Observation d789215d-ea92-4c5a-81a8-22f331d8c280 · outbound

This paper cites an unresolved cited work.

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending Unresolved cited work

Reference 28

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raw_fallback, observed 2026-08-07T12:09:18.088344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:17.022141Z digest=sha256:938bc8e5ff897399f6388d725064dc1707b2f2b098d3a8eab17c3022403d91d8

Observation 8748f7b9-99a6-4aa1-83c4-dfd4bdc8c925 · outbound

This paper cites BGD: Full Deprecation of Stable Rate Borrowing.

From Rules to Rewards: Reinforcement Learning for Interest Rate Adjustment in DeFi Lending BGD: Full Deprecation of Stable Rate Borrowing

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:17.863714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:17.123982Z digest=sha256:f5e190744660b59ab78da9f62c9a5c63fa6e05cdc2fd07ae6eac3fe9313fc1cd

Pith citing papers

No inbound Pith citation observations are available.