Pith. sign in

Paper Citation Record · LEDGER

$\mathcal{B}$-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2310.03173.

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

pith.paper-citation-record.v1
2310.03173 v2

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 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:05:01.915820Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T22:46:01.660805Z

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 3e1a162d-cc09-49fd-90a7-e166cce82c6c · inbound

Training Language Models to Generate Quality Code with Program Analysis Feedback cites this paper.

Training Language Models to Generate Quality Code with Program Analysis Feedback $\mathcal{B}$-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T13:05:01.915820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:05:01.915820Z digest=sha256:f601f3554a60e76dacb7c7f8e112eea361ca85a6a4a71bea372fd236874e7c84

Observation a5cd0c3f-029c-4e47-adb5-8f3e4aebfd35 · inbound

RL-Selector: Reinforcement Learning-Guided Data Selection via Redundancy Assessment cites this paper.

RL-Selector: Reinforcement Learning-Guided Data Selection via Redundancy Assessment $\mathcal{B}$-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis

Reference 81

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:46:01.668249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T22:46:00.717321Z digest=sha256:5d9a6ba626c07f628d2363874f6bc998c6d4e0817b7d6948bbd1ffd3b2fda17c