Paper Citation Record · LEDGER

Improving Reinforcement Learning Sample-Efficiency using Local Approximation

As of 8 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2507.12383.

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

pith.paper-citation-record.v1
2507.12383 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:54:44.391647Z

measured 26 of 26 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

26 of 26 outbound references displayed

verified exact0
verified fuzzy7
unresolved17
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 36e8ad24-28da-4787-8909-6839a3137d65 · outbound

This paper cites an unresolved cited work.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:54:45.056126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8b1485cb-dc14-4c6a-addc-54fa2318c6ab · outbound

This paper cites an unresolved cited work.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:54:45.045123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 627c469c-9394-45d0-b035-5a72a899c7d9 · outbound

This paper cites an unresolved cited work.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:54:45.034610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 288149c8-0576-4ce8-a969-f7582c8d5b3c · outbound

This paper cites El Sallab, M.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation El Sallab, M

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:54:45.024317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fc57a248-f5d4-4b0b-81fd-a18ec8094cbf · outbound

This paper cites Fiechter.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Fiechter

Reference 5

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T16:54:44.874896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9fddb9e4-aab6-44c6-b5ff-cac7169ccfe3 · outbound

This paper cites an unresolved cited work.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:54:45.015390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 073714d5-ddfe-45ec-8366-4887847a0c9c · outbound

This paper cites Hoeffding.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Hoeffding

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:54:45.005775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b1f8c98f-e492-4747-a42e-30539bdcc88e · outbound

This paper cites an unresolved cited work.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Unresolved cited work

Reference 8

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T16:54:44.720983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9a3f6045-c328-4ee5-87bc-33262945b78c · outbound

This paper cites an unresolved cited work.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:54:44.996279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d5d7c6a5-2a4b-4dbf-b3ca-39d978a95a79 · outbound

This paper cites an unresolved cited work.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:54:44.987367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bd6dd534-1291-44d3-87ed-5d6bdc46f17c · outbound

This paper cites Kakade, M.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Kakade, M

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:54:44.978416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 87039129-db65-4aee-9e6e-769c71a369c1 · outbound

This paper cites Kearns and S.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Kearns and S

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:54:44.969359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d34893be-1cb0-410f-8f38-1798fbe1ff6c · outbound

This paper cites FOCAL: Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation FOCAL: Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T16:54:41.059956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe86f185-c4a2-47d6-8fe8-11b9f0a69f9e · outbound

This paper cites Learning Complex Dexterous Manipulation with Deep Reinforcement Learning and Demonstrations.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Learning Complex Dexterous Manipulation with Deep Reinforcement Learning and Demonstrations

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T16:54:41.128944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f143e1b1-a33d-4a99-923b-ccc3a1e5af37 · outbound

This paper cites an unresolved cited work.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:54:44.959921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dc689a0a-2d85-4f71-a026-7dd16bababab · outbound

This paper cites Efficient Model-free Reinforcement Learning in Metric Spaces.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Efficient Model-free Reinforcement Learning in Metric Spaces

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T16:54:41.265796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a40d6a98-3076-4932-b518-e21ded46c7d0 · outbound

This paper cites Strehl, L.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Strehl, L

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T16:54:43.910209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eba5bf7f-310e-4029-81a3-385032a923e0 · outbound

This paper cites Szepesvári.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Szepesvári

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:54:44.949553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 129f8a09-5992-443d-8d5e-446810353e36 · outbound

This paper cites Szita and C.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Szita and C

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:54:44.940100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0a5e8bc4-3f14-4b1b-8b4d-405652fcdcb9 · outbound

This paper cites an unresolved cited work.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:54:44.930885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7d3c0f8f-9104-415b-bf5e-65a9febbb291 · outbound

This paper cites Gymnasium: A Standard Interface for Reinforcement Learning Environments.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Gymnasium: A Standard Interface for Reinforcement Learning Environments

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T16:54:44.046613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77e5ebef-01b1-4524-9578-41ef135196b5 · outbound

This paper cites an unresolved cited work.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:54:44.921561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 96600550-83c5-42eb-92b8-0f4874c1c606 · outbound

This paper cites an unresolved cited work.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:54:44.912359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 737d4394-0fb5-49e8-98e1-fc46ce30160b · outbound

This paper cites an unresolved cited work.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T16:54:44.313035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84b93d47-ca72-4cf4-91f9-7d042c738a70 · outbound

This paper cites an unresolved cited work.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:54:44.896125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b3aa469b-46bb-4999-abbc-c00eeca17486 · outbound

This paper cites Zhang, Y.

Improving Reinforcement Learning Sample-Efficiency using Local Approximation Zhang, Y

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:54:44.886156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.