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Paper Citation Record · LEDGER

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

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

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

source=pdf_text observed=2026-08-07T12:09:14.513756Z digest=sha256:329ecff51fefdb2964d0deb3d803b0277f057ae7b1d923da0270a6378301524d

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

source=pdf_text observed=2026-08-07T12:09:14.597377Z digest=sha256:bedccf13e3e49a045681152a1bb60fc13cd8c10ff9b005a9d9d7b20c29c38b8f

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

source=pdf_text observed=2026-08-07T12:09:14.695508Z digest=sha256:b0f1b8d351d2baa8a55125f18d0d1a7a628a5b84311f4c3e7bff875e2ae423f8

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

source=pdf_text observed=2026-08-07T12:09:14.736549Z digest=sha256:eec50bdfa29efa1b1bdf5efd941f0e4012ef6ef13c9e66f2ef7b4028f5370310

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

source=pdf_text observed=2026-08-07T12:09:14.826769Z digest=sha256:c6bb583cad8b21f5eab30d6f7bf521a227046f1c08536ba2dfc0e975530ac834

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

source=pdf_text observed=2026-08-07T12:09:14.908547Z digest=sha256:e0e1bd4bb84fd898a7411551fe1c1b755f4907776aeae9ea0341b178872bcba0

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

source=pdf_text observed=2026-08-07T12:09:14.987490Z digest=sha256:e92f3b4b18ff5f54d6a2fc47080f3f55f485824ddda46da03da1ce7500b8815c

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

source=pdf_text observed=2026-08-07T12:09:15.071591Z digest=sha256:06dad8954c94f8f0a4767463394b1241c7149b95bba9da0d9885d496b52a20f2

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

source=pdf_text observed=2026-08-07T12:09:15.144476Z digest=sha256:ec57941183cdfc6554a02658de60ba5daa4b91825f848830ae4f98a4ab43d732

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

source=pdf_text observed=2026-08-07T12:09:15.245613Z digest=sha256:cedb71afa650e00bc3f466162dfae57691a190e397a1737dc58fa9857d4becd5

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

source=pdf_text observed=2026-08-07T12:09:15.311945Z digest=sha256:a371fb830bcd81d4784e9aad3897b4998cf54da6cace0737aa07e78de7f86b4f

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

source=pdf_text observed=2026-08-07T12:09:15.423824Z digest=sha256:34ccb88ba7b7a22ffef059e3487b60faede82d9e3aaead57de9128a4ba7736fc

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

source=pdf_text observed=2026-08-07T12:09:15.525914Z digest=sha256:fb3d7df766d6d5420225496321f278bd3572727ed333c0f124c2fa2521dc8620

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

source=pdf_text observed=2026-08-07T12:09:15.638024Z digest=sha256:04aeb8d6e3d42b0eb989f0e9e8c853e99b1ce95fc3669d6b159318e7760b5566

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

source=pdf_text observed=2026-08-07T12:09:15.730838Z digest=sha256:d4b27b922f9d2d3403d80adfea973036dfa834c62d151a0bcd5c215fbd5854d7

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

source=pdf_text observed=2026-08-07T12:09:15.807194Z digest=sha256:6277adb13c3e20973c67b10a33fc7f49cd2c390bc4d340fe3d7cc77183d2da66

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

source=pdf_text observed=2026-08-07T12:09:15.897262Z digest=sha256:980271885ee7adfa6cf56a681c94ec603855becc9a8b61835330ccd414527308

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

source=pdf_text observed=2026-08-07T12:09:15.971319Z digest=sha256:9e91880c8292e59c5072eebd99945d07402c0caa20d0befef28984b0c7a713b3

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

source=pdf_text observed=2026-08-07T12:09:16.079848Z digest=sha256:83189c2b6f85635b13c8b993d584c774ac45c30e3d6ed6a727c20e3375d12127

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

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

source=pdf_text observed=2026-08-07T12:09:16.256339Z digest=sha256:5f3c1977a600b8d14b647382686a61e39b668bcf5f9deee5284658eabae6658f

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

source=pdf_text observed=2026-08-07T12:09:16.364779Z digest=sha256:1d70937ba1c8cd847fc72adba29e13d2d19e7117096cc46d9e5cfd9a2dde1673

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

source=pdf_text observed=2026-08-07T12:09:16.456710Z digest=sha256:fc7641c2b55e6e0081dbe3ecdff31b358f9f90ba687ad1589d1b33009362c844

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

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

source=pdf_text observed=2026-08-07T12:09:16.672584Z digest=sha256:1da6ec0c742b2967980bb6404c505d2b88ca3d781dbbeb48a546abf692eee32f

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

source=pdf_text observed=2026-08-07T12:09:16.784937Z digest=sha256:19a529ae3615305f13682dbe1af178543ba6ba04da0168d81ce7208d80d51cf6

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

source=pdf_text observed=2026-08-07T12:09:16.909980Z digest=sha256:e83a2a002846dd2291eccd050459012cfe3b615fa53398f8504a22dde297ed16

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

source=pdf_text observed=2026-08-07T12:09:17.022141Z digest=sha256:6686cd95c379559a074bb5f84f69d250aef83b69933840da60ab4de91ea586cf

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

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

source=pdf_text observed=2026-08-07T12:09:17.123982Z digest=sha256:05dc3ea29981863efaec7547ccddbe551f404c55154e9fc9506bc8b88c64d093

Pith citing papers

No inbound Pith citation observations are available.