Pith. sign in

Paper Citation Record · LEDGER

SalesRLAgent: A Reinforcement Learning Approach for Real-Time Sales Conversion Prediction and Optimization

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2503.23303.

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

pith.paper-citation-record.v1
2503.23303 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T09:48:33.136336Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T20:08:55.861701Z

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 7659b7ff-f7b2-469f-995b-3b92db0d1e13 · inbound

Simulated Customers Never Walk Away: Decision Fidelity of LLM User Simulators Measured Against Real Purchase Outcomes cites this paper.

Simulated Customers Never Walk Away: Decision Fidelity of LLM User Simulators Measured Against Real Purchase Outcomes SalesRLAgent: A Reinforcement Learning Approach for Real-Time Sales Conversion Prediction and Optimization

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-07-03T20:08:55.864011Z

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=2026-06-27T01:39:42.908253Z digest=sha256:42aca239147321a82e13b9ae25f883654ca6f0c243ba0912fc9801de39fcfe57

Observation 7579fc92-fabb-4086-be03-bdab0cae0b1b · inbound

SalesLoop: Reinforcement Learning from Performance Feedback for Sales Lead Ranking cites this paper.

SalesLoop: Reinforcement Learning from Performance Feedback for Sales Lead Ranking SalesRLAgent: A Reinforcement Learning Approach for Real-Time Sales Conversion Prediction and Optimization

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-01T09:48:33.136336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:48:33.136336Z digest=sha256:a05c761402c49ee41cb4f4da5d723f95ed80fb62a62c2076942d1ea86ee8e327