Paper Citation Record · LEDGER

What is the Alignment Objective of GRPO?

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2502.18548.

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

pith.paper-citation-record.v1
2502.18548 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:40:05.242510Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T20:27:21.677423Z

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 af526fd5-5d42-4b8f-adaf-ee33582649f1 · inbound

LaViPlan : Language-Guided Visual Path Planning with RLVR cites this paper.

LaViPlan : Language-Guided Visual Path Planning with RLVR What is the Alignment Objective of GRPO?

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T16:40:05.242510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceacf06a-fc2f-4d2f-a80c-e3815ef21d0e · inbound

Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges cites this paper.

Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges What is the Alignment Objective of GRPO?

Reference 295

Resolution: unresolved; no resolver link, observed 2026-08-06T14:13:07.332776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9453a80a-4f89-45ac-adb3-85b33cfdf8d6 · inbound

Large Language Models Reasoning Abilities Under Non-Ideal Conditions After RL-Fine-Tuning cites this paper.

Large Language Models Reasoning Abilities Under Non-Ideal Conditions After RL-Fine-Tuning What is the Alignment Objective of GRPO?

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T23:49:04.813342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abe3e218-3c61-4a80-9874-7cd98d65b5ff · inbound

Inference-Time Alignment Control for Diffusion Models with Reinforcement Learning Guidance cites this paper.

Inference-Time Alignment Control for Diffusion Models with Reinforcement Learning Guidance What is the Alignment Objective of GRPO?

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-05T14:42:22.416055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ad4b882-8e19-4fbc-a89a-e9cc12206ddc · inbound

f-GRPO and Beyond: Divergence-Based Reinforcement Learning Algorithms for General LLM Alignment cites this paper.

f-GRPO and Beyond: Divergence-Based Reinforcement Learning Algorithms for General LLM Alignment What is the Alignment Objective of GRPO?

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-16T06:50:43.025753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 782d47d7-3fa1-432a-8f54-e29f6e876ae9 · inbound

Small Agent Group is the Future of Digital Health cites this paper.

Small Agent Group is the Future of Digital Health What is the Alignment Objective of GRPO?

Reference 2023

Resolution: malformed identifier; no resolver link, observed 2026-08-03T03:30:07.705255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d04fe06-516c-4049-9ca4-eb37bc0c4bb0 · inbound

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization cites this paper.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization What is the Alignment Objective of GRPO?

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:01:04.225009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 03924e2d-e892-473e-a75f-a02ff046bda8 · inbound

Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex cites this paper.

Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex What is the Alignment Objective of GRPO?

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:46:10.313262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cec13215-b508-4b05-bf47-65fbd128998a · inbound

Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex cites this paper.

Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex What is the Alignment Objective of GRPO?

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-21T09:04:04.498636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b8eeebef-6f78-470d-87f7-7ed8b233b72e · inbound

Predictable GRPO: A Closed-Form Model of Training Dynamics cites this paper.

Predictable GRPO: A Closed-Form Model of Training Dynamics What is the Alignment Objective of GRPO?

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-01T06:45:29.578509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4ab400f7-ce37-4488-b9f4-c6e13e59df5b · inbound

Predictable GRPO: A Closed-Form Model of Training Dynamics cites this paper.

Predictable GRPO: A Closed-Form Model of Training Dynamics What is the Alignment Objective of GRPO?

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-02T20:27:21.679207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.