Pith. sign in

Paper Citation Record · LEDGER

Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:1606.02560.

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

pith.paper-citation-record.v1
1606.02560 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:45:47.043704Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T21:45:47.499760Z

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 82afdd0a-c7d8-44a8-bcb9-8009ef06271d · inbound

Optimizing Conversational Product Recommendation via Reinforcement Learning cites this paper.

Optimizing Conversational Product Recommendation via Reinforcement Learning Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning

Reference 2016

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:45:47.549196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:45:47.043704Z digest=sha256:f40726db0b248541cb261fcd15ef15d9b705ea53c186139a7e10cfb14590278a