Paper Citation Record · LEDGER

On the Role of Computation in Reinforcement Learning

As of 12 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2602.05999.

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

pith.paper-citation-record.v1
2602.05999 v4

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T04:11:24.912928Z

measured 15 of 15 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 2026-06-26T14:33:45.062290Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T06:19:38.675518Z

Reference resolution

14 of 14 outbound references displayed

verified exact0
verified fuzzy0
unresolved13
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dfd2a250-e238-4306-92ce-cab9c90a4e5e · outbound

This paper cites an unresolved cited work.

On the Role of Computation in Reinforcement Learning Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T04:11:24.567706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40e1117a-2b16-446a-944d-f959838900fa · outbound

This paper cites an unresolved cited work.

On the Role of Computation in Reinforcement Learning Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T04:11:24.661056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8e6eb2b-3546-47fd-8dce-a8a1758fbc92 · outbound

This paper cites Value Gradient weighted Model-Based Reinforcement Learning.

On the Role of Computation in Reinforcement Learning Value Gradient weighted Model-Based Reinforcement Learning

Reference 9

Resolution: malformed identifier; no resolver link, observed 2026-08-03T04:11:24.480666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 834bd6cc-9e50-4802-9edf-19cc302ad049 · outbound

This paper cites an unresolved cited work.

On the Role of Computation in Reinforcement Learning Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T04:11:24.705010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cf195f4-dd39-4f75-be10-b8b6a2e6fef3 · outbound

This paper cites But for infinitely many longer-horizon test tasks,π ∗ g is arbitrarily worse thanπ ∗.

On the Role of Computation in Reinforcement Learning But for infinitely many longer-horizon test tasks,π ∗ g is arbitrarily worse thanπ ∗

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T04:11:24.803327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e374c9a-945c-4bc4-8649-256503e14c0f · outbound

This paper cites an unresolved cited work.

On the Role of Computation in Reinforcement Learning Unresolved cited work

Reference 256

Resolution: unresolved; no resolver link, observed 2026-08-03T04:11:24.912928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f14d27ec-c1ee-4d53-a96f-034a3bdcaa67 · outbound

This paper cites doi: 10.1145/122344.122377.

On the Role of Computation in Reinforcement Learning doi: 10.1145/122344.122377

Reference 1991

Resolution: unresolved; no resolver link, observed 2026-08-03T04:11:24.408818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51f7a53f-558c-429b-89f0-070fd7ba4c85 · outbound

This paper cites Siegelmann, H.

On the Role of Computation in Reinforcement Learning Siegelmann, H

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-03T04:11:24.333787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b4b77c3-e485-47d5-8d4a-7193102d8e0f · outbound

This paper cites Bansal, A., Schwarzschild, A., Borgnia, E., Emam, Z., Huang, F., Goldblum, M., and Goldstein, T.

On the Role of Computation in Reinforcement Learning Bansal, A., Schwarzschild, A., Borgnia, E., Emam, Z., Huang, F., Goldblum, M., and Goldstein, T

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-03T04:11:23.789300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d775eedd-c101-402c-a818-77f9f7e92855 · outbound

This paper cites an unresolved cited work.

On the Role of Computation in Reinforcement Learning Unresolved cited work

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-03T04:11:24.134676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be74f82f-4c48-487e-8efe-d60d029238bf · outbound

This paper cites The Difficulty of Passive Learning in Deep Reinforcement Learning.

On the Role of Computation in Reinforcement Learning The Difficulty of Passive Learning in Deep Reinforcement Learning

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-03T04:11:24.246329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b911c06-04d8-4df7-8990-93dcde4ff8ea · outbound

This paper cites Interpreting Emergent Planning in Model-Free Reinforcement Learning.

On the Role of Computation in Reinforcement Learning Interpreting Emergent Planning in Model-Free Reinforcement Learning

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-03T04:11:23.856866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8cf534e-13f3-4031-9559-616e32d0dffd · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

On the Role of Computation in Reinforcement Learning Training Verifiers to Solve Math Word Problems

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T04:11:23.938156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d67a83c6-768b-4b73-8c73-e02c2f06bf1e · outbound

This paper cites An investigation of model-free planning.

On the Role of Computation in Reinforcement Learning An investigation of model-free planning

Reference 2473

Resolution: unresolved; no resolver link, observed 2026-08-03T04:11:24.040776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation fb8d3541-579e-47eb-8141-5da2cbb5201d · inbound

Inverting the Bellman Equation: From $Q$-Values to World Models cites this paper.

Inverting the Bellman Equation: From $Q$-Values to World Models On the Role of Computation in Reinforcement Learning

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-07-04T06:19:38.676723Z

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.