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Paper Citation Record · LEDGER

FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2211.03107.

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

pith.paper-citation-record.v1
2211.03107 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:17:45.806468Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T04:55:59.180374Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 76c8b314-0065-4dc8-a53d-e1a8ae3b1872 · inbound

FinRLlama: A Solution to LLM-Engineered Signals Challenge at FinRL Contest 2024 cites this paper.

FinRLlama: A Solution to LLM-Engineered Signals Challenge at FinRL Contest 2024 FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-09T13:48:49.975835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:48:49.975835Z digest=sha256:34860e990e0d188a94815623b71abb3143792d41029509bd64fe23915901c7e0

Observation 11965bf8-c32f-4979-b0dd-a932f5f6c6a8 · inbound

LLMs Meet Finance: Fine-Tuning Foundation Models for the Open FinLLM Leaderboard cites this paper.

LLMs Meet Finance: Fine-Tuning Foundation Models for the Open FinLLM Leaderboard FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-16T12:17:45.806468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:17:45.806468Z digest=sha256:f2ca02eaf5cc7a066cb0d540c21c9f40868adb77575dce255b7a1a15ebe233b8

Observation 149ebd88-f719-4c14-8188-9c93ca68264c · inbound

Semantic State Abstraction Interfaces for LLM-Augmented Portfolio Decisions: Multi-Axis News Decomposition and RL Diagnostics cites this paper.

Semantic State Abstraction Interfaces for LLM-Augmented Portfolio Decisions: Multi-Axis News Decomposition and RL Diagnostics FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:55:59.183945Z

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=2026-05-11T00:58:24.066300Z digest=sha256:d4de9c1dc3869b59f35e1ac12e22547361de4eb731af93df88f283cc904abd8b