Paper Citation Record · LEDGER

Benchmarking Quantum Reinforcement Learning

As of 11 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 2 inbound Pith citation observations for arXiv:2502.04909.

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

pith.paper-citation-record.v1
2502.04909 v2

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T21:05:12.387052Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-03T21:37:07.816056Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T21:38:58.148407Z

Reference resolution

34 of 34 outbound references displayed

verified exact3
verified fuzzy7
unresolved23
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f57e9b0f-ced1-4d77-aacb-681e3af7361d · outbound

This paper cites write newline.

Benchmarking Quantum Reinforcement Learning write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T21:05:12.201977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3d19889-577b-4d4d-a6e5-a221c2b58fb6 · outbound

This paper cites an unresolved cited work.

Benchmarking Quantum Reinforcement Learning Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T21:05:12.208963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73ed22bd-7da4-4ebc-985e-27c839ee7e1e · outbound

This paper cites H., Hinton, G.

Benchmarking Quantum Reinforcement Learning H., Hinton, G

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:13.137521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e484f4c6-c54e-4bf6-b2fd-eb0c07f4fd5a · outbound

This paper cites an unresolved cited work.

Benchmarking Quantum Reinforcement Learning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-08T21:05:13.121083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fe938d2e-88c0-46eb-8d6b-18b8585c1fda · outbound

This paper cites H., Andriyash, E., Rolfe, J., Kulchytskyy, B., and Melko, R.

Benchmarking Quantum Reinforcement Learning H., Andriyash, E., Rolfe, J., Kulchytskyy, B., and Melko, R

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:13.104237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4da18871-e71a-4e9d-a498-a6549d1b6b53 · outbound

This paper cites Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU.

Benchmarking Quantum Reinforcement Learning Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T21:05:12.231719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bb1cd98-a7fd-4441-bffe-977622948ba3 · outbound

This paper cites Quantum Convolutional Neural Networks are Effectively Classically Simulable.

Benchmarking Quantum Reinforcement Learning Quantum Convolutional Neural Networks are Effectively Classically Simulable

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T21:05:12.237704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ece68f9e-6c0b-4632-bc3f-0890f230e00e · outbound

This paper cites Better than classical? The subtle art of benchmarking quantum machine learning models.

Benchmarking Quantum Reinforcement Learning Better than classical? The subtle art of benchmarking quantum machine learning models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T21:05:12.243589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4abd0e5c-3660-4674-83d2-247c192c53d0 · outbound

This paper cites Y.-C., Yang, C.-H.

Benchmarking Quantum Reinforcement Learning Y.-C., Yang, C.-H

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:13.088032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8942519a-b0f5-4f39-8820-dae74781ede8 · outbound

This paper cites an unresolved cited work.

Benchmarking Quantum Reinforcement Learning Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-08T21:05:13.071359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cb81433a-7633-4f4e-a393-26815a8d3b07 · outbound

This paper cites S., and Ronagh, P.

Benchmarking Quantum Reinforcement Learning S., and Ronagh, P

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:13.054762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0e99693b-5e29-468e-8b2d-a67cab6cfe88 · outbound

This paper cites an unresolved cited work.

Benchmarking Quantum Reinforcement Learning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-08T21:05:13.037420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 58deab3a-8a93-4488-8cfa-30bc54979399 · outbound

This paper cites an unresolved cited work.

Benchmarking Quantum Reinforcement Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-08T21:05:13.021090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f512103a-72ee-4892-a9c1-918f79bda482 · outbound

This paper cites Quantum Reinforcement Learning for Solving a Stochastic Frozen Lake Environment and the Impact of Quantum Architecture Choices.

Benchmarking Quantum Reinforcement Learning Quantum Reinforcement Learning for Solving a Stochastic Frozen Lake Environment and the Impact of Quantum Architecture Choices

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T21:05:12.276726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e51379c-e108-4a1c-b48c-797211f20a2b · outbound

This paper cites an unresolved cited work.

Benchmarking Quantum Reinforcement Learning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T21:05:13.004952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 88ba5fdf-6e55-4924-a806-e6bb2ff0515c · outbound

This paper cites an unresolved cited work.

Benchmarking Quantum Reinforcement Learning Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-08T21:05:12.987700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation db40a68a-65ea-4a93-abb6-1fc8e6625cfc · outbound

This paper cites M., Poulsen Nautrup , H., Briegel, H.

Benchmarking Quantum Reinforcement Learning M., Poulsen Nautrup , H., Briegel, H

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:12.966134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0d191970-7fb4-4ae5-ac4f-ceb2a28617df · outbound

This paper cites an unresolved cited work.

Benchmarking Quantum Reinforcement Learning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-08T21:05:12.949730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 25bb52d1-f1ea-46f4-838f-6886b3132f53 · outbound

This paper cites Hamiltonian-based Quantum Reinforcement Learning for Neural Combinatorial Optimization.

Benchmarking Quantum Reinforcement Learning Hamiltonian-based Quantum Reinforcement Learning for Neural Combinatorial Optimization

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-08T21:05:12.727378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3b734e00-5b03-4330-a8a4-64c968ca8713 · outbound

This paper cites Variational Quantum Circuit Design for Quantum Reinforcement Learning on Continuous Environments.

Benchmarking Quantum Reinforcement Learning Variational Quantum Circuit Design for Quantum Reinforcement Learning on Continuous Environments

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-08T21:05:12.704400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b4553ef4-ed6b-4eff-8f1d-eff7ed1f8428 · outbound

This paper cites Barren Plateaus in Variational Quantum Computing.

Benchmarking Quantum Reinforcement Learning Barren Plateaus in Variational Quantum Computing

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T21:05:12.311531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1343c047-b524-4241-89d5-0b8a6d2545e7 · outbound

This paper cites Free energy-based reinforcement learning using a quantum processor.

Benchmarking Quantum Reinforcement Learning Free energy-based reinforcement learning using a quantum processor

Reference 22

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T21:05:12.654099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation dcfe5356-cdaa-4e02-b042-155d25e37e56 · outbound

This paper cites an unresolved cited work.

Benchmarking Quantum Reinforcement Learning Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-08T21:05:12.932795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b06e5e74-95d6-4343-bc2a-8fd02d0b64ba · outbound

This paper cites A Survey on Quantum Reinforcement Learning.

Benchmarking Quantum Reinforcement Learning A Survey on Quantum Reinforcement Learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T21:05:12.327417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aea21230-1b9d-47ad-b36c-0c685b596fef · outbound

This paper cites an unresolved cited work.

Benchmarking Quantum Reinforcement Learning Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T21:05:12.332771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffb395dc-5fea-4975-8561-0e29ac39ba8e · outbound

This paper cites Towards Multi-Agent Reinforcement Learning using Quantum Boltzmann Machines.

Benchmarking Quantum Reinforcement Learning Towards Multi-Agent Reinforcement Learning using Quantum Boltzmann Machines

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-08T21:05:12.462457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f6d738ae-847e-4dff-809b-a3acd56c5f3f · outbound

This paper cites an unresolved cited work.

Benchmarking Quantum Reinforcement Learning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-08T21:05:12.915951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fc00436a-c1fb-4f52-87f1-6b939a9199d1 · outbound

This paper cites and Hinton, G.

Benchmarking Quantum Reinforcement Learning and Hinton, G

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:12.897855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cbca720e-e94b-49cc-bff7-fd58a925c9dc · outbound

This paper cites an unresolved cited work.

Benchmarking Quantum Reinforcement Learning Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T21:05:12.357697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1908b29-1263-4bba-a40a-90e2e3336c4d · outbound

This paper cites an unresolved cited work.

Benchmarking Quantum Reinforcement Learning Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T21:05:12.365661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d80b51b-2825-4bfa-a20d-be1301084a66 · outbound

This paper cites an unresolved cited work.

Benchmarking Quantum Reinforcement Learning Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-08T21:05:12.853419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4a4a8250-e99f-4680-8b73-9acce3d069e7 · outbound

This paper cites an unresolved cited work.

Benchmarking Quantum Reinforcement Learning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-08T21:05:12.838088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6d22e347-a40a-4cc8-888a-aa08dd57f269 · outbound

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

Benchmarking Quantum Reinforcement Learning Gymnasium: A Standard Interface for Reinforcement Learning Environments

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T21:05:12.381771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea829663-a6a7-4dca-8a1f-241804faf0ac · outbound

This paper cites C., Albash, T., Marvian, M., Lidar, D., and Zanardi, P.

Benchmarking Quantum Reinforcement Learning C., Albash, T., Marvian, M., Lidar, D., and Zanardi, P

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:05:12.821665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

Observation 6662f027-b2bf-46c1-80fa-5ce89bfc3e9f · inbound

Quantum vs. Classical Machine Learning: A Unified Empirical Comparison cites this paper.

Quantum vs. Classical Machine Learning: A Unified Empirical Comparison Benchmarking Quantum Reinforcement Learning

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-02T15:17:07.366927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b20dc597-445c-4f0c-afa0-aa83fca22cf8 · inbound

Quantum vs. Classical Machine Learning: A Unified Empirical Comparison cites this paper.

Quantum vs. Classical Machine Learning: A Unified Empirical Comparison Benchmarking Quantum Reinforcement Learning

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-03T21:38:58.150030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.