Paper Citation Record · LEDGER

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning

As of 7 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2607.24833.

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

pith.paper-citation-record.v1
2607.24833 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T07:34:57.251159Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

48 of 48 outbound references displayed

verified exact0
verified fuzzy0
unresolved48
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 81b18e99-c7e4-4435-892c-76782d9ce4ee · outbound

This paper cites 2026 , note =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning 2026 , note =

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:52.667421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 244961c9-8f48-4f6b-8f4c-cce26612c28c · outbound

This paper cites 2025 , note =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning 2025 , note =

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:52.720900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04b29a83-3f63-4861-b4e5-29a1d2c9d395 · outbound

This paper cites an unresolved cited work.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:52.808847Z

Source-reported events for the cited work

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Observation ef391fe9-6136-4169-a24a-8f0556461d0b · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:52.905598Z

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Observation 6bacec8d-f120-4ce3-a2b7-db03af9e9a12 · outbound

This paper cites 2024 , note =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning 2024 , note =

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:53.022906Z

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Observation 87a9d1a3-6d2d-4968-946a-4afa7233e0eb · outbound

This paper cites Proximal Policy Optimization Algorithms.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Proximal Policy Optimization Algorithms

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:53.089892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cd58a9d-cc36-4cf6-98aa-2e3635c3c67f · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:53.172408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35971f69-dcd6-420b-b6df-2ec85b50d6cf · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning International Conference on Learning Representations (ICLR) , year =

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:53.287453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56b98f94-39ec-4418-b207-d4eaaeecbfb5 · outbound

This paper cites an unresolved cited work.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:53.352958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03fce6f1-890c-438b-91ae-5704d09df196 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:53.462245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a91bba5-0c5d-40b4-823a-56c3226fb3c6 · outbound

This paper cites , booktitle =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning , booktitle =

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:53.578840Z

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Observation 501596e3-1294-47b5-ae47-ff65e4dff05b · outbound

This paper cites , journal =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning , journal =

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:53.652970Z

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Unavailable: canonical work link unavailable.

Observation ebb1ed94-b1b7-42a9-8472-a027ac6eb1e8 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:53.721806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caa7f80d-8fa4-40ef-9fb1-2d1aef61493f · outbound

This paper cites and Zhang, Hao and Stoica, Ion , booktitle =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning and Zhang, Hao and Stoica, Ion , booktitle =

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:53.842119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1df552fc-4245-4de6-ab8b-e5cb5d41a851 · outbound

This paper cites 2025 , note =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning 2025 , note =

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:53.929243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecadc99e-6b6c-40d1-b1cd-007ea25f2f97 · outbound

This paper cites 2023 , note =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning 2023 , note =

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:54.016895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27bc778d-a9ab-4877-a035-5bc786942a90 · outbound

This paper cites 2024 , note =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning 2024 , note =

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:54.072903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b691810-3838-4793-961b-6550e5a5eb06 · outbound

This paper cites an unresolved cited work.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:54.177432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7a4c51a-2945-45bc-a7bd-2a6e11a2109a · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning International Conference on Learning Representations (ICLR) , year =

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:54.255689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8569224e-5a1b-4503-bc37-8c8a8ad3c12c · outbound

This paper cites International Conference on Machine Learning (ICML) , year =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning International Conference on Machine Learning (ICML) , year =

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:54.337048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0fd8522-fee6-4c9a-b44e-29d9c7ae87e5 · outbound

This paper cites an unresolved cited work.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:54.455969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d5b5313-5282-441e-9b9e-0622dcf199e2 · outbound

This paper cites Don't Tell the Answer, Truly Guide the Reasoning During.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Don't Tell the Answer, Truly Guide the Reasoning During

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:54.537997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c9d8cfe-5ecc-4540-9d30-8741ced11c91 · outbound

This paper cites an unresolved cited work.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:54.601137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45429833-a9ff-4208-938f-93cba4343624 · outbound

This paper cites an unresolved cited work.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:54.701839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26c06b32-36c7-43d3-ba09-8a252be4e03a · outbound

This paper cites Staying in the Sweet Spot: Responsive Reasoning Evolution via Capability-Adaptive Hint Scaffolding.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Staying in the Sweet Spot: Responsive Reasoning Evolution via Capability-Adaptive Hint Scaffolding

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:54.765756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6635fc8-6287-485f-9f4f-f0b72cdaf244 · outbound

This paper cites Boosting.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Boosting

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:54.942938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dfea157-c72a-4a0e-aaac-d803c40e3597 · outbound

This paper cites Train at Moving Edge: Online-Verified Prompt Selection for Efficient.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Train at Moving Edge: Online-Verified Prompt Selection for Efficient

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:55.055430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19fca2ce-0a71-4027-b71a-d83b82273fa7 · outbound

This paper cites an unresolved cited work.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:55.112071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0733587a-51d5-43fe-bd4f-8fb3e44c8c28 · outbound

This paper cites an unresolved cited work.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:55.220532Z

Source-reported events for the cited work

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Observation 6156148b-691e-451a-9ee1-c8ad2f6d81d7 · outbound

This paper cites an unresolved cited work.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:55.301544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c30af885-3f78-4ee6-8acf-9c45f11113fd · outbound

This paper cites Measuring Mathematical Problem Solving With the.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Measuring Mathematical Problem Solving With the

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:55.388018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2172d4fc-2eaa-4f1a-bd87-a8cd7a30081e · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Training Verifiers to Solve Math Word Problems

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:55.532748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30538229-4d0d-43fc-8c6b-b9800ed7363b · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:55.602336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02d054e1-546e-4910-b105-ac5b7fbd7c13 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning International Conference on Learning Representations (ICLR) , year =

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:55.683543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 036d2c91-1866-401b-bfe9-3eb6cbb782ba · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:55.763796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d372dc61-e76c-4364-9a82-5502f9bf78b9 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:55.870328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72e1f0de-0a34-46c2-a54b-8f58af08b9a5 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning International Conference on Learning Representations (ICLR) , year =

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:55.960507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b6b5067-8c38-4037-b5e7-595390f58244 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:56.046520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c956bc34-fda9-4db0-b9a6-724bbd67aa86 · outbound

This paper cites Back to Basics: Revisiting.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Back to Basics: Revisiting

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:56.122271Z

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Unavailable: canonical work link unavailable.

Observation 53302985-149c-4556-896b-0afd4b18c722 · outbound

This paper cites 2024 , note =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning 2024 , note =

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:56.231813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 897bbd8e-ef9a-4d1b-a8bc-958357b59bb2 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:56.376887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1535bde9-33fa-4139-9187-8d966b499f80 · outbound

This paper cites Reinforced Self-Training (.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Reinforced Self-Training (

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:56.525374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a60d578-c1c2-4792-8300-0387304d60ce · outbound

This paper cites Transactions on Machine Learning Research (TMLR) , year =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Transactions on Machine Learning Research (TMLR) , year =

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:56.646520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46f0c937-c1c1-42b7-b42e-7b9169cd431c · outbound

This paper cites Teaching Large Language Models to Reason with Reinforcement Learning.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Teaching Large Language Models to Reason with Reinforcement Learning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:56.790463Z

Source-reported events for the cited work

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Observation 389b8b2e-45e0-4354-bbc4-4edca3600dab · outbound

This paper cites 2016 , note =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning 2016 , note =

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:56.971940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b79782fc-1867-4cda-847b-521e8cb4e170 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning International Conference on Learning Representations (ICLR) , year =

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:57.087681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 294c8b0e-9dfd-4cb3-8a34-8b5fa2165ff2 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Evaluating Large Language Models Trained on Code

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:57.162319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f533e7ed-2f38-4c6f-8b49-9056c522fab1 · outbound

This paper cites an unresolved cited work.

AdaKP: Online Adaptive Knowledge-Point Selection for Reasoning-Oriented Reinforcement Learning Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:57.251159Z

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Pith citing papers

No inbound Pith citation observations are available.