Pith. sign in

Paper Citation Record · LEDGER

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

As of 15 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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-09T15:53:31.723317Z digest=sha256:b01e021b8a5091ffc43ae60d04e43394f9bbf3072fb924d703c1ea82c927c1cc

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-09T15:53:31.728137Z digest=sha256:68083ddeb0569a958f2aaf391ae6d2a321fae58841b0e32770213a39c6eb80c0

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-09T15:53:31.732529Z digest=sha256:e23f5202cfc569e42d70e32773a50e721be007fb4d2b1ebc2109bd3ed536a44b

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-09T15:53:31.736522Z digest=sha256:577f267793c8fec81df1ca50212908261c6a313546f01ba36fda9e1c641d63da

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-09T15:53:31.740764Z digest=sha256:861d330d31714ee7a9743b4ea24b07fb473aac7958ef6a407174e19552e41bdd

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-09T15:53:31.750137Z digest=sha256:102b6c1a59340ca4e39cbbc9e58a5b8dc35cac1ed4da581ce5a2bf7c5b9cac92

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-09T15:53:31.754118Z digest=sha256:1cc30e03830925112aaad2262c127e3ddda1d9a25cf06f34df589401cbbe098c

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=sha256:706cbaf02bcf2c8a38a8042ad12bcb7cc85dee5015e8a67a4596643d28d40654

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-09T15:53:31.763272Z digest=sha256:9cc7245ba621d22224a0f721839df4f4c755a4852995bd4018d1d5b6ee8c9ce2

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-09T15:53:31.766619Z digest=sha256:79b7a188309f09cbd5840f0285d6055dd88cd8d1dde81a2bedf3705bac8b0c2d

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-09T15:53:31.834229Z digest=sha256:368bf17e3b2ef6240e113a0a35fc422fe3ee0a035fcf58a719c04e5e70f0af1d

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-09T15:53:31.882421Z digest=sha256:918c4707b8519777a87c559859cd5bc0808d9e78389f973d0d7282856da9a706

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-09T15:53:31.930428Z digest=sha256:361260ceede80f9ac4e2ff584bb060d9145b7591fe615bb3b925abdd1d4a24b2

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-09T15:53:32.009046Z digest=sha256:6ef1fb3b7ef6501da539f356f5e423026d12b024be1e8d99c7c876a9738b0691

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-09T15:53:32.067072Z digest=sha256:dd378cfad603e0821536e98527bad77353454c47f522e3842dcd165804ab1230

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-09T15:53:32.157604Z digest=sha256:5b7305b09ee65d09d151f2f2a10dd2c1f195be2772294cec548d32ce2c79cba8

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T00:30:33.405381Z digest=sha256:78d1c84bb1ed8e09a61dfdf7674d7a4e6ff1605515d836180f04017b66dc2d63