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Paper Citation Record · LEDGER

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

As of 18 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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:56be2f367eefc3242a2517672eaad640b842913396d9f9f5d3a757c7baa209b8

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:73f0e86ee0fdc624449dcfbcac045bcd6868bfceac03db4e422131851cbfc48f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:fbc83e583599dc3b102bcbecef9126fb01fc79d6bb2af7c54a928f7cae61802d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:43bf6aa29c155d48d1241d50f70c15ea7475e30b48e16ae2702e5cf3e7ae3197

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:3137e117ad9dffd3ccdfdbcb2d22fbc8a678c1724fa7b7e3d350f4ab08558f6e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:f90a374d183ae309a8b162f7c06dd5182a28da04f2f383f3880b2c37780b4c00

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:a360258c7374caeac674a9eaac889110985ac3907c652c8e9251d94cb44b77f0

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:fbcc348d5a022b4e1b9e0c866187b7b13fe6ba004381577e14c45594a2994e9c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:aa7f81d13254cc1faa153c31ebed4188bfd7cacbfada0b8d36f68a300bf17a28

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:3f8f7e7d271b83b927e50810383c0991017d0576ac14b5eede3e304f4286ccb2

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:8149c7f9bf02cd17bfdf77b909404500d7d76e428625fe1e56c75a842596fc08

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:7b2e4411469634059da85f80892b261e73367e849344d659f12559df2e7dc576

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:76009e734f1c658c9564fde19ea37667c6f97d1732117c3b065bc67475251138

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:26a848c60230131e597dc17320badd7a673c28128f7248d1076738510346c920

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:5734b73cd760d9570f14b2488d1c2e68d7be770140b8babd759a2b1ad5d02bf7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:9fab7123cbd834c72f3a888fe84b23bd0f405d9d858a0864f8b2e61e3ba9bce7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:d684d47fd62a1fef7c7d7e63f16fe1b45f7cc1e18265fff4022dde6e9f408c81

Pith citing papers

No inbound Pith citation observations are available.