Paper Citation Record · LEDGER

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service

As of 23 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2501.16369.

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

pith.paper-citation-record.v1
2501.16369 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:30:20.187352Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

46 of 46 outbound references displayed

verified exact0
verified fuzzy30
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0ab7d2d8-b0a2-4a09-b709-bbaad282e6ab · outbound

This paper cites Shurrab, R.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Shurrab, R

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.989300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f8f033b8-3066-4357-aa99-65528100ec9a · outbound

This paper cites Antonio, C.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Antonio, C

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.974408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 88c54b1d-5337-45bf-8874-62d29a3c57e5 · outbound

This paper cites Dota 2 with Large Scale Deep Reinforcement Learning.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Dota 2 with Large Scale Deep Reinforcement Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T16:30:19.990205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39a81987-dcdf-40e9-b5b2-aa3de790430a · outbound

This paper cites Deep Reinforcement Learning: An Overview.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Deep Reinforcement Learning: An Overview

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T16:30:19.996305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 834a7964-8e3e-489b-8276-c8980bf321be · outbound

This paper cites Gronauer, K.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Gronauer, K

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.959450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 63ecc8ed-2d2a-4435-aeb7-173252f98082 · outbound

This paper cites an unresolved cited work.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:30:20.943829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2a982812-5f59-4d4c-90fe-8a0000f12444 · outbound

This paper cites an unresolved cited work.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:30:20.929012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0c7eae77-ba0d-4cac-89fd-de57b0f0a177 · outbound

This paper cites Ribeiro, K.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Ribeiro, K

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.914723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1cd5aa74-1fc4-43a3-9a86-aa9316da5fa8 · outbound

This paper cites an unresolved cited work.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:30:20.900148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a2f55fa9-cd03-4898-825e-59faf5ed7e9a · outbound

This paper cites an unresolved cited work.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:30:20.885475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c455de67-d02b-4196-99c0-ff2fe1128832 · outbound

This paper cites Washington, E.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Washington, E

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.870784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b99fa750-b308-4468-afb3-094c9b79efaf · outbound

This paper cites Zhang, L.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Zhang, L

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.855502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0a07c366-41fb-4193-9e46-5f44977342f9 · outbound

This paper cites Mart ´ın-Morat´o, A.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Mart ´ın-Morat´o, A

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.841212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 67dc0833-0d2e-42a5-a8d7-b935182dc65e · outbound

This paper cites Elsokkary, H.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Elsokkary, H

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.827099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 204b9efe-c4dd-46f3-9c23-ef7a6c05dd5c · outbound

This paper cites Alagha, S.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Alagha, S

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.812853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 460f171c-f9b0-4422-b44a-cd0f9015cabe · outbound

This paper cites Liang, W.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Liang, W

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.798368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ca998eab-1139-4113-889b-c4f445588b68 · outbound

This paper cites Alagha, S.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Alagha, S

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.783184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 52f994cf-09d5-468a-823d-fea4083d4d68 · outbound

This paper cites Nair, et al., Overcoming exploration in reinforcement learning with demon- strations, in: 2018 IEEE international conference on robotics and automation (ICRA), pp.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Nair, et al., Overcoming exploration in reinforcement learning with demon- strations, in: 2018 IEEE international conference on robotics and automation (ICRA), pp

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.768137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9ff10cfc-55d4-4073-aaff-c37aa250d62e · outbound

This paper cites Kadadha, S.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Kadadha, S

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.753401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c7d0df58-007b-49ae-8e2a-6fd0fc0f361d · outbound

This paper cites Xidias, P.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Xidias, P

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.738929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 694ecbd3-49b8-4594-8aaa-1f420b9f0e9b · outbound

This paper cites Jiang, C.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Jiang, C

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.724305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e98eae6d-5ed5-489f-9f7e-fbbb2ec561e3 · outbound

This paper cites an unresolved cited work.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:30:20.709049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f611bc75-1fdd-46ed-9454-ca96bcbb8428 · outbound

This paper cites Kumar, R.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Kumar, R

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.694231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1bd2b655-55eb-4c4a-af95-dcf9a412a73c · outbound

This paper cites Singh, J.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Singh, J

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.680170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 55767ee9-b5cb-4b42-9797-dc3927273c8a · outbound

This paper cites Graur, D.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Graur, D

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.665024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cd5217d4-77cb-467d-8e14-9ef0b4840d5a · outbound

This paper cites Abououf, H.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Abououf, H

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.648200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ae98b73d-e810-4e2e-b2f1-35ba38e1361e · outbound

This paper cites an unresolved cited work.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:30:20.633435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4a0730e6-d96f-4982-8a36-6ed031738f56 · outbound

This paper cites Abououf, S.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Abououf, S

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.619210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 31671aa5-ed09-42d6-9af7-fb83a88dbc4a · outbound

This paper cites Puttinaovarat, P.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Puttinaovarat, P

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.605012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1fbfaa51-b0a0-4bda-9456-fc80b078d30b · outbound

This paper cites an unresolved cited work.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:30:20.590755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 59d059e2-766d-49f0-823f-ac51ab8f6425 · outbound

This paper cites an unresolved cited work.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T16:30:20.118918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00d86bdd-a0b3-4495-991c-62e6da510e9f · outbound

This paper cites an unresolved cited work.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:30:20.565968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 32621fdb-9225-40af-8563-27d09c92f332 · outbound

This paper cites an unresolved cited work.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:30:20.453676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7d727a4f-187a-42e9-9b15-5b2122737cf6 · outbound

This paper cites Alagha, R.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Alagha, R

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.439658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bb2e9460-dc12-4e54-964d-f8c799daf6ae · outbound

This paper cites Damani, Z.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Damani, Z

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.425463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bf5456ae-b651-41f0-841f-fac84bf8d95f · outbound

This paper cites Alagha, R.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Alagha, R

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.410073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 66d28bb3-5411-4511-b393-66fee29adeb6 · outbound

This paper cites Kadadha, H.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Kadadha, H

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.395179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 553b85f4-6ad5-4fb4-826f-7207fbf7881e · outbound

This paper cites Alagha, J.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Alagha, J

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.379750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 41db6266-87d9-4664-a381-84650e57a6ba · outbound

This paper cites Alagha, S.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Alagha, S

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.364949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ab3f033f-8d8d-42f0-95be-158517be156f · outbound

This paper cites an unresolved cited work.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:30:20.349518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 69a9dd15-c170-4b99-8dec-a6d5e3b17bfa · outbound

This paper cites IPFS - Content Addressed, Versioned, P2P File System.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service IPFS - Content Addressed, Versioned, P2P File System

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T16:30:20.164233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5a1368e-e872-4ea1-96d8-d071653a9020 · outbound

This paper cites Alagha, S.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Alagha, S

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.333276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5fde09e1-30d4-471f-8bfd-ac3bab14ab89 · outbound

This paper cites an unresolved cited work.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:30:20.318693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b92dc7cf-311e-4e9f-9bbf-8e24365b56dd · outbound

This paper cites an unresolved cited work.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:30:20.303825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9ba0ed9c-33c5-4cfb-b5de-6d916bc47dd2 · outbound

This paper cites Wehbi, S.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Wehbi, S

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.288443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 71d89032-8468-4a09-bfcd-f9e483d8de89 · outbound

This paper cites Chahoud, H.

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service Chahoud, H

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:30:20.272536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.