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Paper Citation Record · LEDGER

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

As of 8 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:14.513756Z digest=sha256:223a718c02c848af37a4477586f3ee716e346cf9fc2af26d31deaa13b264ff42

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:14.597377Z digest=sha256:5384078cc8fd650436c85b9d59ecd45914b702d412096cf11dbc012d6e7ce163

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
unresolved
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:14.695508Z digest=sha256:b88934b46e03c8b21e0b680eda5150cc6081895a82d17f273f97a4ea670b0e92

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:14.736549Z digest=sha256:e6f17d0548c6cc8df3574cc43b287ba2c2e599e2a97582eb98aa93767884f3e9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:14.826769Z digest=sha256:897c1083ba377aa5afc82e3b6bd34e12beed36ab6e413e2220a28c0f098df94d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:14.908547Z digest=sha256:1fd32fbf1f6e6bbb7e8448623a4bb738ae6c67ae6ff52e5432996c9b0fd92a12

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:14.987490Z digest=sha256:db4b0061246a452624e0b1e80ece61ec6b5b0e3f4553fd68ce78cb3049f69d82

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:15.071591Z digest=sha256:7f786bb6abc35c494c1bccfaa831ff14996368556b7dd2df51757cf92e60002f

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 2026-08-08T06:32:00.761636+00:00.

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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 2026-08-08T06:32:00.761636+00:00.

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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

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:15.311945Z digest=sha256:4bf3a61d286cab22416c69204cd1e9ba3d63b503ed4d393e7ac33d6e2c12d4e5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:15.423824Z digest=sha256:ed8f8aa4c834dfba4ef6b2f0ab34fdc69944e85387a579fcc6006bd9759adfde

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
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:15.525914Z digest=sha256:1857edfcb18129837b848f2f4e2789e172be4bab3d0345a2fff625b5e2ccf8a9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:15.638024Z digest=sha256:090f30bc175cbde0b7537d1bbcb1c92af4a7faccf393498cf806165b6963ed19

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

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verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:15.730838Z digest=sha256:8282f2383be37a3ab4be5deb783125fdf7fcc67392ecfc68ee80d65a45c3cf2a

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 2026-08-08T06:32:00.761636+00:00.

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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 2026-08-08T06:32:00.761636+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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:15.971319Z digest=sha256:b4ca1063e7ccf259fcaa9a4b3f66272f7138cde9443c482a72dcecf80cfac8f0

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:16.079848Z digest=sha256:329c3f3b5a80da10eb6324953171c972e25aea6a1ab9d6baa9a3c1f999bf2ad2

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 2026-08-08T06:32:00.761636+00:00.

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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:16.256339Z digest=sha256:5619f048a0ce9f57f1708b616809b9aeca9ff4c4dc3bfc9aa52d9e493ed3b8ef

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

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unresolved
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 2026-08-08T06:32:00.761636+00:00.

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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:16.456710Z digest=sha256:3ebedd2f04939f9bb1d24f4077b021c17117db86c3167c2ba8d15801808b98c0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:16.587625Z digest=sha256:7bde4c4d7d8985755b6287faeed3457be9794a6866cf62b38ec8d1452c8d5157

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:16.672584Z digest=sha256:6f15fd147ae6926a3429a5bc94a8bf15f46ccaefd876d7d38b368054205c495d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:16.784937Z digest=sha256:57402d080fb0e22252e64a54779359ae203ca6a6a254e7d2ef896f625ce8e234

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

Resolution
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:16.909980Z digest=sha256:23c9bb6e2565b360667b15a81f4922873268f503b49e31dfddeb62a4da800529

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

Resolution
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:17.022141Z digest=sha256:38c5617d0438f464167511599d458924855b9b3edad93717a80c02610bc0db31

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:09:17.123982Z digest=sha256:3b932e42e4d67913013d059b899e3d8ecdbbc76260b15dd114816bc14a65f269

Pith citing papers

No inbound Pith citation observations are available.