Pith. sign in

Paper Citation Record · LEDGER

GRPO Does Not Close the Multi-Agent Coordination Gap

As of 21 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2606.07845.

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

pith.paper-citation-record.v1
2606.07845 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T20:01:02.544554Z

measured 14 of 14 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

14 of 14 outbound references displayed

  • verified exact9
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4cb7b3b6-aa00-4f98-b8c1-5c93b86a03e5 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

GRPO Does Not Close the Multi-Agent Coordination Gap Constitutional AI: Harmlessness from AI Feedback

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-07-02T20:57:23.475159Z

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=2026-06-27T20:01:02.544554Z digest=sha256:7dedd4fd29dc1fc597ec9e9a9e5c9dffc9538fc33203c59ee268d984afb7fb53

Observation dfabd5bc-6dcc-4d9b-af16-cef4234ff345 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

GRPO Does Not Close the Multi-Agent Coordination Gap DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-07-02T20:57:23.463295Z

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=2026-06-27T20:01:02.544554Z digest=sha256:a0a33c1bdf1f42bacde6af111d492d93a3e28fe2610d43c33bf8919499493a42

Observation 66b87642-d8f6-4ef8-8175-2eca668ff945 · outbound

This paper cites Dijkstra.

GRPO Does Not Close the Multi-Agent Coordination Gap Dijkstra

Reference 3

Resolution
metadata mismatch
doi, observed 2026-06-27T20:01:12.383147Z

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=2026-06-27T20:01:02.544554Z digest=sha256:f4c7803ec29956c82a04a50dbe37601d2f8b0f4802de0d726b4cdc9172c18489

Observation 7e52f423-d292-4052-8cd0-3b98b259ae45 · outbound

This paper cites The Llama 3 Herd of Models.

GRPO Does Not Close the Multi-Agent Coordination Gap The Llama 3 Herd of Models

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-07-02T20:57:23.465538Z

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=2026-06-27T20:01:02.544554Z digest=sha256:c4bec99efcb24641d943071e958428ec017a57d8e610e56135e74a3fc64a3d0f

Observation 3bc505b4-ff21-417c-b936-a09f7c78d4e1 · outbound

This paper cites Mistral 7B.

GRPO Does Not Close the Multi-Agent Coordination Gap Mistral 7B

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-07-02T20:57:23.468275Z

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=2026-06-27T20:01:02.544554Z digest=sha256:b19e233f3c8b58f408612723cb8cbbe2c48eec1d0b45009c8bc95fb186d220e0

Observation 3a9cdb0a-bf63-4df8-81c1-45430cf04ac6 · outbound

This paper cites Efficient Memory Management for Large Language Model Serving with PagedAttention , booktitle =.

GRPO Does Not Close the Multi-Agent Coordination Gap Efficient Memory Management for Large Language Model Serving with PagedAttention , booktitle =

Reference 6

Resolution
metadata mismatch
arxiv_id, observed 2026-06-27T20:01:12.372125Z

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=2026-06-27T20:01:02.544554Z digest=sha256:2a33cdefca6ecf76fc7149a487fbf16c87effc13aa57f3e13946d1ff23788bf3

Observation a0a48deb-78ad-4915-b5f3-c96c4a9c1b17 · outbound

This paper cites Time, Clocks, and the Ordering of Events in a Distributed System.

GRPO Does Not Close the Multi-Agent Coordination Gap Time, Clocks, and the Ordering of Events in a Distributed System

Reference 7

Resolution
metadata mismatch
arxiv_id, observed 2026-06-27T20:01:12.378381Z

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=2026-06-27T20:01:02.544554Z digest=sha256:9aca2e018e6a73e597dc375de34d9572346e60fe4ca8213e875ec68e7513d3bf

Observation e35bf976-8fee-4eba-8f84-4c7ac825126f · outbound

This paper cites Human-level play in the game of diplomacy by combining language models with strategic reasoning.

GRPO Does Not Close the Multi-Agent Coordination Gap Human-level play in the game of diplomacy by combining language models with strategic reasoning

Reference 8

Resolution
metadata mismatch
doi, observed 2026-06-27T20:01:12.380956Z

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=2026-06-27T20:01:02.544554Z digest=sha256:08decd1db881adc508a736df735072d56c39d83e58d9be27ad85348eb94b13e7

Observation 6f3a693f-f35b-4607-8bbd-da2290b186f3 · outbound

This paper cites O'Brien and Carrie Jun Cai and Meredith Ringel Morris and Percy Liang and Michael S.

GRPO Does Not Close the Multi-Agent Coordination Gap O'Brien and Carrie Jun Cai and Meredith Ringel Morris and Percy Liang and Michael S

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-06-27T20:01:12.386583Z

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=2026-06-27T20:01:02.544554Z digest=sha256:d79a28fffc5ec504f6d35ae79dac063c9f96f10124c054897a1a82f72626dc09

Observation c6235095-f8b6-4c59-8c9d-e5c11fcd7855 · outbound

This paper cites Proximal Policy Optimization Algorithms.

GRPO Does Not Close the Multi-Agent Coordination Gap Proximal Policy Optimization Algorithms

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-07-02T20:57:23.472822Z

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=2026-06-27T20:01:02.544554Z digest=sha256:4c3442db45c7e3cab4a72470440d8e2d5eecce986087f7afc956900e0deb7fbc

Observation 82ec8ff5-ac89-49a0-81a0-1acd08fa8191 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

GRPO Does Not Close the Multi-Agent Coordination Gap DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-07-02T20:57:23.455631Z

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=2026-06-27T20:01:02.544554Z digest=sha256:01331e32c16411655ca7725c0b2aedda7cf53227247f8e1215e57dfe3f8fb8d7

Observation 82aeb35e-5506-4577-b95f-d799cbce43c4 · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

GRPO Does Not Close the Multi-Agent Coordination Gap Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-07-02T20:57:23.460458Z

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=2026-06-27T20:01:02.544554Z digest=sha256:826f66ab3680453856c980f285804da0f29cb83d658a3c25903152def98257c2

Observation daf36039-9075-49c0-a2fa-8d0d4ea14450 · outbound

This paper cites Qwen3 Technical Report.

GRPO Does Not Close the Multi-Agent Coordination Gap Qwen3 Technical Report

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-07-02T20:57:23.457992Z

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=2026-06-27T20:01:02.544554Z digest=sha256:5d64820247c14eb9cc3f07b7b107b41a451de7aeb5c5cd7f7ec792c4c8621551

Observation 485726ee-427d-448d-9e27-27a438e19e5c · outbound

This paper cites We run for sixteen steps total.

GRPO Does Not Close the Multi-Agent Coordination Gap We run for sixteen steps total

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-07-02T20:57:23.477596Z

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=2026-06-27T20:01:02.544554Z digest=sha256:88a92e01d0be66ef7596457caac4bda58220b1fbcd4bc48a0ba0f254cf2daa71

Pith citing papers

No inbound Pith citation observations are available.