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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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:ee09cf912aac20430ef04ed3fcd24363c32ecc1b32531de852acbfda3307b719

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:87f16d42b2d4795491839c79f864d7cd9064e60c4adc2bc9d3b81697325eb344

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:803e45c3540191906228e8aa17da3b0ad973b9c28f8b0827457e4954a0b5e2ee

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:8ae477acc47eb3f97730dcd7b942ae7720e6980f917fe84a6f622cff91ea5f66

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:b0f3870590e2c06dcaab6637049c7a0de9fd76566b116322de93269d31398eb0

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:481e28750e4615441e4c3b36b164b00ef2de9cdef42bedad758527a542d7e0be

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:0b55de0ac5d294565305865a66c8e67224c65f3d79163f4d75805c0dee9cd8f5

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:edba35479fe217301fff64da8425bc23bb3c1241fd5450516426a16485514e16

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:cc18c2704214e584b3e9a6afb56b04df4212884677d2107cbda8cdc49fe731a1

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:61c10734cc8ff9fc2d1eb23f883f52cc735ae4236f709b3532d869b2dfde3ee0

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:b56599babfa526e28287862eb788e675a64558a1a303c1fb3c2925838c2603f2

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:1bf8f15ccf64e5abb6a85dbb7e85ad94d31d91053f6a227630ee7a69e513ff6f

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:20533f548fa5d7d9f3e9843bab6c63135f7fc3ab51d46c88ee57c31e208566d1

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:eeaf4311f6c23106fdeedfc4e7f9c1a34eea5f36ba10349973453de07177cc2b

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:a3e26d0e924dc2ac070b92967d84b89930b96cb4b7a04a023e9f303b8c755684

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:de8c98718d179757509398889ee1f26a7fb597e15bfbb7e9e45b8e5096a58fe4

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-09T00:37:12.888977Z digest=sha256:d7ea4fa6f4fbb017802e0418aa731c1a5129217d88f96b4b2533a5a6813f02b5

Pith citing papers

No inbound Pith citation observations are available.