Paper Citation Record · LEDGER

An Emerging Retail Portfolio Management Application: Personalized, Tax-Aware Reinforcement Learning with Natural Language Goals

As of 21 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2608.05255.

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

pith.paper-citation-record.v1
2608.05255 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T17:03:49.397116Z

measured 12 of 12 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

12 of 12 outbound references displayed

verified exact1
verified fuzzy2
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f5992e52-f69d-4d97-83ec-e3b4e0b082f7 · outbound

This paper cites Concrete Problems in AI Safety.

An Emerging Retail Portfolio Management Application: Personalized, Tax-Aware Reinforcement Learning with Natural Language Goals Concrete Problems in AI Safety

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T17:03:49.256801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35b440f7-a224-4e8f-818d-9df531c81b64 · outbound

This paper cites an unresolved cited work.

An Emerging Retail Portfolio Management Application: Personalized, Tax-Aware Reinforcement Learning with Natural Language Goals Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:03:49.645046Z

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.

Observation 094aa9c8-7786-4035-b6b2-a6c56beab93a · outbound

This paper cites an unresolved cited work.

An Emerging Retail Portfolio Management Application: Personalized, Tax-Aware Reinforcement Learning with Natural Language Goals Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:03:49.574742Z

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.

Observation 69996bfe-9358-400f-b295-59a92694720c · outbound

This paper cites National Power and the Structure of Foreign Trade.

An Emerging Retail Portfolio Management Application: Personalized, Tax-Aware Reinforcement Learning with Natural Language Goals National Power and the Structure of Foreign Trade

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:03:49.561941Z

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.

Observation 9a4ba9a9-8854-4830-af52-7c575c9b4cd4 · outbound

This paper cites J., et al.

An Emerging Retail Portfolio Management Application: Personalized, Tax-Aware Reinforcement Learning with Natural Language Goals J., et al

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:03:49.550829Z

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.

Observation 6f3d0da5-7c6d-4cf9-99d1-cb0e360e3457 · outbound

This paper cites A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem.

An Emerging Retail Portfolio Management Application: Personalized, Tax-Aware Reinforcement Learning with Natural Language Goals A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T17:03:49.277054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5f52d89-7d00-4942-a780-23a933226e26 · outbound

This paper cites an unresolved cited work.

An Emerging Retail Portfolio Management Application: Personalized, Tax-Aware Reinforcement Learning with Natural Language Goals Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:03:49.539773Z

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.

Observation 547e321e-88ac-4733-a4f2-8f42045d9f5d · outbound

This paper cites A Three-Phase Foundation Model for Tax-Aware Personalized Portfolio Management.

An Emerging Retail Portfolio Management Application: Personalized, Tax-Aware Reinforcement Learning with Natural Language Goals A Three-Phase Foundation Model for Tax-Aware Personalized Portfolio Management

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-08T17:03:49.474567Z

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.

Observation d15b6432-ca24-4c08-83c3-51485b1219ea · outbound

This paper cites Proximal Policy Optimization Algorithms.

An Emerging Retail Portfolio Management Application: Personalized, Tax-Aware Reinforcement Learning with Natural Language Goals Proximal Policy Optimization Algorithms

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T17:03:49.312798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 153a179b-2148-4600-96ed-c957d3d0dc79 · outbound

This paper cites an unresolved cited work.

An Emerging Retail Portfolio Management Application: Personalized, Tax-Aware Reinforcement Learning with Natural Language Goals Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:03:49.528638Z

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.

Observation 0ff5766c-003e-4c5a-9bf0-2f96d42757dd · outbound

This paper cites an unresolved cited work.

An Emerging Retail Portfolio Management Application: Personalized, Tax-Aware Reinforcement Learning with Natural Language Goals Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:03:49.517939Z

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.

Observation 17542304-ba71-45ff-8e7c-3192cdd8ad6c · outbound

This paper cites an unresolved cited work.

An Emerging Retail Portfolio Management Application: Personalized, Tax-Aware Reinforcement Learning with Natural Language Goals Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:03:49.507553Z

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.

Pith citing papers

No inbound Pith citation observations are available.