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Paper Citation Record · LEDGER

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

As of 22 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 2026-08-21T06:32:19.484+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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:bf25b0e28087d13f1cfd3a92fed22f72701058ef8894e800d89a9f3e0c395a40

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:12dfe17ff02946373e663b19ea2e149710cafd70a9eb00835635d799af7797db

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:91f12b8374b069018b3c4b6ed96a071df7ec2ca101b12f6778517def7da9c911

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:5ebed0e1813eca35ca415c074bf3f5e8cb27219f6bf3dbbdce4552ca13c1248d

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:187bfd730a3ab8ee49a68eac6c113a397caca4873483bdbfa0e0669cec5ac9cf

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:48424b21f928f03f277d442a7913ca380123c73df3ccca3bcdcfcf3d10103598

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:f412614db5497e36080c6912437eb58562e2a70a3d741414e48149d64e1a8f22

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:4f295c5c6950363d8598b25f6308c18f6126615707ab55b0ce51fab0e66c8e04

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:1311e46f57880c976946d7835864e6ee2ad56c4903c530d26cb9d303d4467fd1

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:a33669e3a5fde930ea2b4811856db0048045cf42af457ad79993212b6ecd2d8a

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:37dcb8437cb8216510d098b73faa45cec1c000e471acb62969d4b1b559b1fc99

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:a00787ebd0676c1483fb3ae15cc6fcc23f725c85300a4ba57a1978f808a20b8e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:61e8c4056797a09eeb6ea94bad78c084ac2df8736b535b41335235a97be6d634

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:53d85de3defcf3bbbb10cded0f81b687af19e146364daf0a88776b676d878398

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:ffd33c5f4ac2f6e7cae0f72bd38cc9f958cd24c7a86d169b884755762a4194ca

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:59b3ab340a7d87170ec2602bee4fd9424c4c2dc52f24674fd3b235acf60031f5

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:fa3531070c77c807086d3046750c3c7e1e4b57dc7c32dd8a90b5474eb2f92c7e

Pith citing papers

No inbound Pith citation observations are available.