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Paper Citation Record · LEDGER

Beyond Static Evaluation: Building Simulation Environments for Scalable Agentic Reinforcement Learning

As of 15 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2607.05773.

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

pith.paper-citation-record.v1
2607.05773 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-09T00:37:12.888977Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

17 of 17 outbound references displayed

  • verified exact5
  • verified fuzzy8
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fc9d2c5b-e14f-4341-91df-978c9a2f4cc6 · outbound

This paper cites ReliabilityBench : Evaluating LLM agent reliability under production-like stress conditions.

Beyond Static Evaluation: Building Simulation Environments for Scalable Agentic Reinforcement Learning ReliabilityBench : Evaluating LLM agent reliability under production-like stress conditions

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-07-09T00:45:49.201321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:8cf7ba6037a31db07e9227cd5a550e38b438fe111a71e41172a7882ab631e7b2

Observation c3b93260-460d-4437-907e-136eaf6724b3 · outbound

This paper cites Chen et al.

Beyond Static Evaluation: Building Simulation Environments for Scalable Agentic Reinforcement Learning Chen et al

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T00:45:49.588083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:e63f7824f4e9fe63a9b002c2371225583650af26bdd0321b903a80f277574c0a

Observation cd383343-bde7-4c2c-b879-1d3060102918 · outbound

This paper cites an unresolved cited work.

Beyond Static Evaluation: Building Simulation Environments for Scalable Agentic Reinforcement Learning Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-07-09T00:45:49.592934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:244139af097758f10a1a482f0a23af092dcf5db6ce50551b7c4ae1f02ef8f925

Observation aee592df-7f05-49d0-8c11-262d9db57946 · outbound

This paper cites stumping.

Beyond Static Evaluation: Building Simulation Environments for Scalable Agentic Reinforcement Learning stumping

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-07-09T00:45:49.198783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:bdf95c402ff154c69910066fc42d56376d0ab4fc33fe497fb88ab70f83a08159

Observation 2bc25cec-5b63-4d84-8295-91e472b79362 · outbound

This paper cites Lee et al.

Beyond Static Evaluation: Building Simulation Environments for Scalable Agentic Reinforcement Learning Lee et al

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T00:45:49.589841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:b39c6e2d6567a5d46f1c2ec0881c8612dce0ae41a479f5d82b86b2553a2b5ba9

Observation 3291b223-dde7-48ba-b3be-3e1b1024244f · outbound

This paper cites Mohammadi et al.

Beyond Static Evaluation: Building Simulation Environments for Scalable Agentic Reinforcement Learning Mohammadi et al

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T00:45:49.584932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:461a515ccbd324107207ce0d74f165a059eb61dc1ad913f434de6d4dab51bb45

Observation 09057c31-4761-49ee-b90c-d364320bf76a · outbound

This paper cites Fine-tuning gpt-5 for gpu kernel generation.

Beyond Static Evaluation: Building Simulation Environments for Scalable Agentic Reinforcement Learning Fine-tuning gpt-5 for gpu kernel generation

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-07-09T00:45:49.203740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:b70c2ac0e6e7d2ef26865dbbae8ef6e9ddd64005c2a4aa8e3245c740d2ab288b

Observation 3c0a8644-c219-4e92-960b-9d20ea605a97 · outbound

This paper cites an unresolved cited work.

Beyond Static Evaluation: Building Simulation Environments for Scalable Agentic Reinforcement Learning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-07-09T00:45:49.594430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:7df53b05276b2be6254350980cdf732707302987461f8c9ed8186949b9830063

Observation 57c830f1-617c-42ed-ad23-c098f390fba5 · outbound

This paper cites 2026.𝜏 2-Bench: Realistic Benchmarking for Dual-Control Agents in Enterprise Domains.

Beyond Static Evaluation: Building Simulation Environments for Scalable Agentic Reinforcement Learning 2026.𝜏 2-Bench: Realistic Benchmarking for Dual-Control Agents in Enterprise Domains

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T00:45:49.583390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:e13b483dbd0b89cae9b3d188bb1fa70106adb61f933fa97ab7500b700129498f

Observation 9dee1c16-93f5-4927-a9e2-bf9f1086ee7f · outbound

This paper cites an unresolved cited work.

Beyond Static Evaluation: Building Simulation Environments for Scalable Agentic Reinforcement Learning Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-07-09T00:45:49.581726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:bfea14be48968148f0da6e33b5f6e06c98046b717f27fdca64cd481ce57ef4b9

Observation 6904e083-9ddb-468e-96c5-f7698709c456 · outbound

This paper cites Liu, Philipp Koehn, and Lu Lu.

Beyond Static Evaluation: Building Simulation Environments for Scalable Agentic Reinforcement Learning Liu, Philipp Koehn, and Lu Lu

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T00:45:49.586457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:d1fa6a28855d2afc823b031bc6ffd209e87eb30e55f6b1a8c243992e144f8903

Observation 7925992d-d39c-4007-9615-1c507175bc45 · outbound

This paper cites an unresolved cited work.

Beyond Static Evaluation: Building Simulation Environments for Scalable Agentic Reinforcement Learning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-07-09T00:45:49.591405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:bc0efddbe770bd48bbb663a5bd37703db9e8919803b3118f887cfe9c68a99da2

Observation dc35ac8b-f6d7-4d45-8a8c-e1bcbc378b10 · outbound

This paper cites Survey on Evaluation of LLM-based Agents.

Beyond Static Evaluation: Building Simulation Environments for Scalable Agentic Reinforcement Learning Survey on Evaluation of LLM-based Agents

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-07-09T00:45:49.196321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:db4af425d89a4e8265eeb0541f85ad65ff496fa9ced40ba749a38851b2dc9810

Observation df2d4d8c-23e2-475c-b511-4eb998ed87db · outbound

This paper cites TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks.

Beyond Static Evaluation: Building Simulation Environments for Scalable Agentic Reinforcement Learning TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-07-09T00:45:49.206166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:f58ee8ffce8c4d81fd2e7b6b2f7b3678c7a43be6e382c3b88568f0fe09838262

Observation 8dc695ea-c9c0-4ff1-87c3-504443797440 · outbound

This paper cites Zhang et al.

Beyond Static Evaluation: Building Simulation Environments for Scalable Agentic Reinforcement Learning Zhang et al

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T00:45:49.578458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:d3766598079a609ebd8936e7c504869823629f8d0227370de036f52c5cd7f810

Observation 1283facd-10cc-4907-852b-adcb075e3252 · outbound

This paper cites Zheng et al.

Beyond Static Evaluation: Building Simulation Environments for Scalable Agentic Reinforcement Learning Zheng et al

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T00:45:49.580082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:62567e45dea7bb20113819af0b1cd59b31f503a1624e9610643565c250cc0f0a

Observation a7d8a994-2778-42ac-89e0-07f82e9f9718 · outbound

This paper cites Zhu et al.

Beyond Static Evaluation: Building Simulation Environments for Scalable Agentic Reinforcement Learning Zhu et al

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T00:45:49.576943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:6f4d47685381134cc0d80bb650be2c1ebc6d06ac0ee6563369d2ec66b8d91a76

Pith citing papers

No inbound Pith citation observations are available.