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Paper Citation Record · LEDGER

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

As of 21 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 2026-08-21T06:32:19.484+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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:14.513756Z digest=sha256:5a22f489da6ccfe230ecea18659a5cd2f4b2a4c9783988ce5580fc0835d903fc

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
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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:14.597377Z digest=sha256:67a4fbbf2792cdc95cc7bf718ef0f76e20dfb4ca46e147e6492c43e6c1a7a023

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 2026-08-21T06:32:19.484+00:00.

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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:14.736549Z digest=sha256:9ca908c90b9f965a779ce98603710d1a8dfba76c4b6e4686263fe772bf7030bb

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:14.826769Z digest=sha256:17c03bd89b2fb03ad8298410040910941753dfd49ec2c0a868e02609ae60741f

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:14.908547Z digest=sha256:8291b7565a296757499d3f3ab885a8003faca2daaeb1193bad53f839c9409bf2

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:14.987490Z digest=sha256:72dd5b488466c80da3d78ba980667b7a71d8e03ad7a2aad9731847bb9a416fbc

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:15.071591Z digest=sha256:fc196d3604c3ca76a6a62f6e31f6f3b63ca6e5309ee128b2f389017d2342d4a8

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:15.144476Z digest=sha256:63e2b208d163a7c18dcc342e0daeae2195a37ef6815b98c07c877fe960bcaaf1

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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:15.423824Z digest=sha256:1e8bd105e4413d8973e680d75824eef3d1d698af95b6eb2313706a2adeca8a8f

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:15.525914Z digest=sha256:effd4a6da72bbc710d098e06eb1c62960012c31eec68e2e604b150129b7e0d32

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

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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:15.638024Z digest=sha256:7a1a36cccd91dcf950707888d904fcef5f854e63f6acf41d853b541b86a0d668

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:15.807194Z digest=sha256:b51711b8a0cdc9c3341de2a119f9de9f233cc764188d4791bc45e7b9e787fffe

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

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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:15.897262Z digest=sha256:e6f610a6cf1cfc4057f1dd9e11d6aa9b7ae8aeef3cc13783526f16f207168b8f

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:15.971319Z digest=sha256:d37518ff038df73fb5fdb2a1c4dce927e841f9f42fbe950d5a41eb4bcd3be437

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:16.079848Z digest=sha256:128ab4a4286b4add98bc54ba8d8f17e8438c562a7ff93b5506e435ffa518f55c

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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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 2026-08-21T06:32:19.484+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
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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 2026-08-21T06:32:19.484+00:00.

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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:16.364779Z digest=sha256:0ac8935fc1f13586c5b927e1abc5474d47d66e1b2fac811443f3cb590ef4508e

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
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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:16.456710Z digest=sha256:1dfe312f5e42a9dc5c1a52a6de17c2497a48210bc31fa1b5d8737dfb4dae03b3

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:16.587625Z digest=sha256:584bf8d4f856443866b759bcd6ba67d2206db0f02683270e0bc203ed90bbfe9b

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:16.672584Z digest=sha256:0cb632abe142e966629e86899e26b88c6e2cc19d803d181e29a517a832b03a2b

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
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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:16.784937Z digest=sha256:3de278b2ca85e0ddbccc5e88ce1a756dc14d6d1c7178f3b1693606206346b985

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:16.909980Z digest=sha256:611788b86d1745252037454f3ce8332138bdc500ca46fe54b562b59b4450a610

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T12:09:17.022141Z digest=sha256:9d5f6f4dca424fd5ec12b664a2fe96c189714c5fbbffcb5af63636f4bf1739d7

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 2026-08-21T06:32:19.484+00:00.

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Pith citing papers

No inbound Pith citation observations are available.