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Paper Citation Record · LEDGER

Improving the Effectiveness of Potential-Based Reward Shaping in Reinforcement Learning

As of 13 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 1 inbound Pith citation observation for arXiv:2502.01307.

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

pith.paper-citation-record.v1
2502.01307 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T15:53:32.157604Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:30:33.405381Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-12T00:30:33.915193Z

Reference resolution

18 of 18 outbound references displayed

  • verified exact3
  • verified fuzzy5
  • unresolved7
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ca539b16-a978-4f86-b227-c4a58930fbce · outbound

This paper cites Barto, Richard S.

Improving the Effectiveness of Potential-Based Reward Shaping in Reinforcement Learning Barto, Richard S

Reference 1

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-09T15:53:32.670906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-09T15:53:31.723317Z digest=sha256:d78a349857b26142801641cfd24adde9af6c2f67036dc7308eb5edf705f2fd04

Observation d0a6af8f-694e-472b-9d9c-10fa0d15fc5d · outbound

This paper cites Taylor, and Ann Nowé.

Improving the Effectiveness of Potential-Based Reward Shaping in Reinforcement Learning Taylor, and Ann Nowé

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:53:33.113435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-09T15:53:31.728137Z digest=sha256:ed7e08017a519b2e1ee23c95385c1a0143d4b86af94574514f1f235c10b13edb

Observation 8e34cd33-e1cd-47fb-9a16-3e5d30f80580 · outbound

This paper cites an unresolved cited work.

Improving the Effectiveness of Potential-Based Reward Shaping in Reinforcement Learning Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-09T15:53:33.047341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-09T15:53:31.732529Z digest=sha256:e0c7c3a5e4e1edaf521bef8d6f9de733a5056398b4cc2752d59067703364e9c0

Observation d036e21c-6d30-4d33-97dd-e0c6e8039f35 · outbound

This paper cites an unresolved cited work.

Improving the Effectiveness of Potential-Based Reward Shaping in Reinforcement Learning Unresolved cited work

Reference 4

Resolution
verified exact
doi, observed 2026-08-09T15:53:32.284105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-09T15:53:31.736522Z digest=sha256:64be7cb646646f74cc294cadcc0515cf7a1b3ee877252a8720c03bff6a10e358

Observation 4fb57fc7-c6a4-4377-ad3e-846adc982648 · outbound

This paper cites an unresolved cited work.

Improving the Effectiveness of Potential-Based Reward Shaping in Reinforcement Learning Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-09T15:53:32.878896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-09T15:53:31.740764Z digest=sha256:50846f71932b844529e231a147ad05822b18034da8993506cdfea7b4ac3d419a

Observation 27da9c99-abfb-4c81-a7a4-655e2594a991 · outbound

This paper cites an unresolved cited work.

Improving the Effectiveness of Potential-Based Reward Shaping in Reinforcement Learning Unresolved cited work

Reference 6

Resolution
malformed identifier
no resolver link, observed 2026-08-09T15:53:31.744642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T15:53:31.744642Z digest=sha256:9746e92cf6b380423a12d9c0259eba9397683e2d25690d5e628b4ba0e23597eb

Observation 517a11bb-d2b8-490d-a49d-aa0aa849a971 · outbound

This paper cites Melham, and Daniel Kroening.

Improving the Effectiveness of Potential-Based Reward Shaping in Reinforcement Learning Melham, and Daniel Kroening

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:53:32.787309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-09T15:53:31.750137Z digest=sha256:abc6ba4d59ffcdf2107644671576b5f15649aa2217cd400ca94877859ee2f6b0

Observation 05e56b6b-e337-4292-aed2-21a0146ecfa3 · outbound

This paper cites Laurent, and Nadine Le Fort-Piat.

Improving the Effectiveness of Potential-Based Reward Shaping in Reinforcement Learning Laurent, and Nadine Le Fort-Piat

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:53:32.775993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-09T15:53:31.754118Z digest=sha256:35f009b5c2eebe23462fe5f986be3302ea19629585c753b5f9ba1e0d16ce1bae

Observation b3e88653-8908-4611-a075-b91676d5afee · outbound

This paper cites Playing Atari with Deep Reinforcement Learning.

Improving the Effectiveness of Potential-Based Reward Shaping in Reinforcement Learning Playing Atari with Deep Reinforcement Learning

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-09T15:53:31.757246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T15:53:31.757246Z digest=sha256:27f240eca48e33534be8e1f1d15e875bb4521a7c22c13c74937c3fc848cdc9c8

Observation 78abee11-8c22-4474-831b-f699461d0b96 · outbound

This paper cites an unresolved cited work.

Improving the Effectiveness of Potential-Based Reward Shaping in Reinforcement Learning Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-09T15:53:32.763619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-09T15:53:31.763272Z digest=sha256:8f079b98bcc5d13d477c66a3a533f11715d94026bbf0b4602555e25c6b3b0f96

Observation 50d6bddc-13ad-4f31-8bda-331d9335364b · outbound

This paper cites an unresolved cited work.

Improving the Effectiveness of Potential-Based Reward Shaping in Reinforcement Learning Unresolved cited work

Reference 11

Resolution
malformed identifier
raw_fallback, observed 2026-08-09T15:53:32.751895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-09T15:53:31.766619Z digest=sha256:b57c279c24cace7a947d18014a0a6b9e9edbfc100327add62a5bb2a6c91bfc5b

Observation 4abc8205-a6f3-4a41-a878-3e2ee6017e18 · outbound

This paper cites Ng, Daishi Harada, and Stuart J.

Improving the Effectiveness of Potential-Based Reward Shaping in Reinforcement Learning Ng, Daishi Harada, and Stuart J

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:53:32.738373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-09T15:53:31.834229Z digest=sha256:71b61a0a2dc3fd8d9280d4f416d75b0490c58a885e4a3052cad4cb9f2a3c3cc2

Observation 06282a0c-a527-47de-b42e-00fbf7ed0cdc · outbound

This paper cites an unresolved cited work.

Improving the Effectiveness of Potential-Based Reward Shaping in Reinforcement Learning Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-09T15:53:32.726273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-09T15:53:31.882421Z digest=sha256:227312283e03dbfb026710595bea9d5e97f095685f115a8d605715a625e199a9

Observation 2c64ae1b-9483-4111-a55f-4931da379fe4 · outbound

This paper cites Taylor, and Sonia Chernova.

Improving the Effectiveness of Potential-Based Reward Shaping in Reinforcement Learning Taylor, and Sonia Chernova

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T15:53:32.713261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-09T15:53:31.930428Z digest=sha256:46c307e64fa3ef66e1a68dae22a2e7336a392e34b758ae5b212d85f19058b62d

Observation ef672d9a-60d6-4e2f-9099-f593593cc487 · outbound

This paper cites an unresolved cited work.

Improving the Effectiveness of Potential-Based Reward Shaping in Reinforcement Learning Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-09T15:53:32.701059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-09T15:53:32.009046Z digest=sha256:e16025a6cb78424c93a6e10702ef8284ac741c14cdbbfc6cb62af78ddaaf5f73

Observation 5f1d56ae-afaa-489a-a991-e5e9724ed641 · outbound

This paper cites an unresolved cited work.

Improving the Effectiveness of Potential-Based Reward Shaping in Reinforcement Learning Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-09T15:53:32.684648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-09T15:53:32.067072Z digest=sha256:15114c7feb52071799c75fb111c11637df540dc510167f23a37a665d5da994e5

Observation 64a50466-0a8f-4377-a7f9-ee7578729082 · outbound

This paper cites an unresolved cited work.

Improving the Effectiveness of Potential-Based Reward Shaping in Reinforcement Learning Unresolved cited work

Reference 17

Resolution
malformed identifier
no resolver link, observed 2026-08-09T15:53:32.111397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T15:53:32.111397Z digest=sha256:59c2609d0454700ed87dfe1cca3ebcd91f2135909344d59dc85eb4f9a609ea63

Observation 00ff156b-3326-4267-94aa-3accd532ef45 · outbound

This paper cites an unresolved cited work.

Improving the Effectiveness of Potential-Based Reward Shaping in Reinforcement Learning Unresolved cited work

Reference 18

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-09T15:53:32.331509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-09T15:53:32.157604Z digest=sha256:30752465be4163fbba9350dc5c1b1beeb0d92e558e0f1194b091f5eb79fde206

Pith citing papers

Observation b7ba16a5-905d-445e-8ee6-73f009a8f600 · inbound

A Unified Framework for Dynamic Reward Shaping in Reinforcement Learning cites this paper.

A Unified Framework for Dynamic Reward Shaping in Reinforcement Learning Improving the Effectiveness of Potential-Based Reward Shaping in Reinforcement Learning

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-12T00:30:33.920720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T00:30:33.405381Z digest=sha256:3f226a7dfb7c9c6440210f002f87e6256a2062600cad3b4f29b3d87e136b2cc9