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Paper Citation Record · LEDGER

Beyond Scalar Rewards: Dense Feedback for LLM Policy Synthesis in Sequential Social Dilemmas

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2603.19453.

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

pith.paper-citation-record.v1
2603.19453 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:17:19.064587Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-01T13:55:46.656662Z

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 aa1bb373-703b-47d6-9f35-82a72d3f36f1 · inbound

Metal-Sci: A Scientific Compute Benchmark for Evolutionary LLM Kernel Search on Apple Silicon cites this paper.

Metal-Sci: A Scientific Compute Benchmark for Evolutionary LLM Kernel Search on Apple Silicon Beyond Scalar Rewards: Dense Feedback for LLM Policy Synthesis in Sequential Social Dilemmas

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-06-02T04:04:30.068390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-12T04:11:08.427195Z digest=sha256:4df7d1fea92ea596c0bc229f711f2bb21e4ce526cda855414858fc72f81d9016

Observation d73cec6b-3b1e-45d5-b488-7ddf8df11e60 · inbound

Metal-Sci: A Scientific Compute Benchmark for Evolutionary LLM Kernel Search on Apple Silicon cites this paper.

Metal-Sci: A Scientific Compute Benchmark for Evolutionary LLM Kernel Search on Apple Silicon Beyond Scalar Rewards: Dense Feedback for LLM Policy Synthesis in Sequential Social Dilemmas

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-07-01T13:55:46.658526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-30T22:28:56.528033Z digest=sha256:0c553f3cd227f26495decc271c065137980e90d70cdf137601d583869ddc071c

Observation 513985fb-12da-413a-b227-501a0b526bf2 · inbound

Discovering Cooperative Pipelines: Autoresearch for Sequential Social Dilemmas cites this paper.

Discovering Cooperative Pipelines: Autoresearch for Sequential Social Dilemmas Beyond Scalar Rewards: Dense Feedback for LLM Policy Synthesis in Sequential Social Dilemmas

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-06-29T00:12:50.014225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-29T00:08:40.245724Z digest=sha256:7d38bb5dd50dc5bf21e85a7d23d95d752964e81ce7e5ff3adf5d5cc27dba8f13

Observation f51176cd-a51d-4833-92ac-0f9649304b43 · inbound

Training Small LLMs as Spatial Multi-Agent Policies cites this paper.

Training Small LLMs as Spatial Multi-Agent Policies Beyond Scalar Rewards: Dense Feedback for LLM Policy Synthesis in Sequential Social Dilemmas

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-06T00:17:19.064587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:17:19.064587Z digest=sha256:efc4293d7c869c06fee1afa8a3063e196624413c3d71cfebdc8ae374e49d88ca