Paper Citation Record · LEDGER

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System

As of 6 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 4 inbound Pith citation observations for arXiv:2602.08335.

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

pith.paper-citation-record.v1
2602.08335 v2

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T03:27:00.796641Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T00:40:08.610547Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-06-29T19:13:52.674403Z

Reference resolution

20 of 20 outbound references displayed

verified exact0
verified fuzzy0
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bfbd4dda-8ffa-488b-ac9c-84094c10881f · outbound

This paper cites •Identify what is missing.

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System •Identify what is missing

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T03:27:00.724345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 668b1c6c-c992-4de3-aa07-3df653330513 · outbound

This paper cites param1":.

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System param1":

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T03:27:00.752167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8dc8fb3-658a-4979-944b-238a035d63f4 · outbound

This paper cites an unresolved cited work.

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T03:27:00.755256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59ff80be-fc5c-4d8c-b0cf-48e38908a128 · outbound

This paper cites an unresolved cited work.

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T03:27:00.757933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7e559d9-71c8-4808-8a37-db0f12e4539d · outbound

This paper cites an unresolved cited work.

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T03:27:00.760678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c55c2bc-c8ea-4fc0-891c-6d550bb798a6 · outbound

This paper cites an unresolved cited work.

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T03:27:00.763335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99766248-1321-4fa7-8fea-8511d349d7c6 · outbound

This paper cites Tool-Use Guidelines.

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System Tool-Use Guidelines

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T03:27:00.765809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 744ba2eb-8930-4cce-853d-0730fee3726e · outbound

This paper cites an unresolved cited work.

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T03:27:00.768259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16074d3c-5989-451b-b51b-258b720701fb · outbound

This paper cites •Identify what is missing.

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System •Identify what is missing

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T03:27:00.770729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 145d02a8-c25b-4e4d-98c4-578733be5600 · outbound

This paper cites an unresolved cited work.

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T03:27:00.773410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 149f3464-ce87-4fe4-b707-395a70fd88d6 · outbound

This paper cites Each call should retrieve actionable information.

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System Each call should retrieve actionable information

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T03:27:00.775856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6da4fd9-c847-4d7e-9a9f-261fca3d9a2a · outbound

This paper cites Tool-Use Communication Rules.

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System Tool-Use Communication Rules

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T03:27:00.778565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e65badf2-8314-466a-97c5-2b63ef74e553 · outbound

This paper cites an unresolved cited work.

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T03:27:00.781233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59c6e7dd-ef3f-4100-8680-0f278fa79d7c · outbound

This paper cites an unresolved cited work.

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T03:27:00.783703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 580e3372-7f63-4707-92f7-e9f993793e77 · outbound

This paper cites an unresolved cited work.

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T03:27:00.786168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0834c7ba-57ff-4a8f-87d3-2f34bfd80467 · outbound

This paper cites an unresolved cited work.

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T03:27:00.789010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 538778d3-4ae8-4124-b3a2-3a03fd77f178 · outbound

This paper cites an unresolved cited work.

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T03:27:00.791448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d49dd6b8-9e8d-4576-a263-8a1558bf3fc8 · outbound

This paper cites an unresolved cited work.

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T03:27:00.794172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebc73487-c17c-4732-965b-348425154ca2 · outbound

This paper cites Agent Specific Objective You are an agent that performs the task of searching and browsing the web for specific information and generating the desired answer.

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System Agent Specific Objective You are an agent that performs the task of searching and browsing the web for specific information and generating the desired answer

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T03:27:00.796641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4990604a-060d-4fe7-96c1-9e9889db70c5 · outbound

This paper cites Infrastructure for AI Agents.

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System Infrastructure for AI Agents

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-03T03:27:00.699302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 246d90fc-cc52-4803-ac85-a709232445ad · inbound

From Reasoning to Agentic: Credit Assignment in Reinforcement Learning for Large Language Models cites this paper.

From Reasoning to Agentic: Credit Assignment in Reinforcement Learning for Large Language Models Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-06-03T02:05:13.400770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5ec4afa6-7493-4c31-b85e-ea3112148532 · inbound

Reinforcement Learning for LLM-based Multi-Agent Systems through Orchestration Traces cites this paper.

Reinforcement Learning for LLM-based Multi-Agent Systems through Orchestration Traces Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-06-03T02:05:13.400770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1d99ba13-3384-490a-8993-fa86ff25bbfa · inbound

Coalition Free Energy and Adaptive Precision in Multi-Agent Cooperation cites this paper.

Coalition Free Energy and Adaptive Precision in Multi-Agent Cooperation Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-06-29T19:13:52.675750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cdd2cd99-d4be-4259-8c18-5a3481f17e83 · inbound

Element-Aware Group Learning for E-Commerce Image Generation cites this paper.

Element-Aware Group Learning for E-Commerce Image Generation Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System

Reference 1971

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:08.610547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.