Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-29T11:46:38.569528Z
Paper Citation Record · LEDGER
PRO-CUA: Process-Reward Optimization for Computer Use Agents
As of 12 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2605.29119.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
16 of 16 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved11
- parse uncertain0
- malformed identifier0
- metadata mismatch5
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 5dde8ac0-530b-430d-b07a-ca5c1bb91e63 · outbound
This paper cites LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods.
PRO-CUA: Process-Reward Optimization for Computer Use Agents LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods
Reference 1
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-29T11:53:24.215475Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 719ef740-3059-4d3f-a05a-3cc598384d0f · outbound
This paper cites CUARewardBench: A benchmark for evaluating reward models on computer-using agent.
PRO-CUA: Process-Reward Optimization for Computer Use Agents CUARewardBench: A benchmark for evaluating reward models on computer-using agent
Reference 2
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-29T11:53:24.207927Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e36e09e9-d665-439c-91d1-b871d39dcecb · outbound
This paper cites InPro- ceedings of the fourteenth international conference on artificial intelligence and statistics, pages 627–.
PRO-CUA: Process-Reward Optimization for Computer Use Agents InPro- ceedings of the fourteenth international conference on artificial intelligence and statistics, pages 627–
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T11:46:38.569528Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bae768d1-b8db-4710-b31f-14a59cad3690 · outbound
This paper cites Thinking vs. Doing: Agents that Reason by Scaling Test-Time Interaction.
PRO-CUA: Process-Reward Optimization for Computer Use Agents Thinking vs. Doing: Agents that Reason by Scaling Test-Time Interaction
Reference 4
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-29T11:53:24.210583Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 79388d26-6c86-48c3-809a-70c48ed6a507 · outbound
This paper cites VisualPRM: An Effective Process Reward Model for Multimodal Reasoning.
PRO-CUA: Process-Reward Optimization for Computer Use Agents VisualPRM: An Effective Process Reward Model for Multimodal Reasoning
Reference 5
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-29T11:53:24.213227Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c200eecc-aca4-4c50-9e5a-7ed5c3d0757f · outbound
This paper cites arXiv preprint arXiv:2509.23263 (2025).
PRO-CUA: Process-Reward Optimization for Computer Use Agents arXiv preprint arXiv:2509.23263 (2025)
Reference 6
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-29T11:53:24.217912Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 22dfe297-70dc-4c94-8e91-f15aa9d82b1c · outbound
This paper cites Yaowei Zheng, Richong Zhang, Junhao Zhang, YeYan- han YeYanhan, and Zheyan Luo.
PRO-CUA: Process-Reward Optimization for Computer Use Agents Yaowei Zheng, Richong Zhang, Junhao Zhang, YeYan- han YeYanhan, and Zheyan Luo
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T11:46:38.569528Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5983e8db-260f-46fc-8340-8b32f477537a · outbound
This paper cites an unresolved cited work.
PRO-CUA: Process-Reward Optimization for Computer Use Agents Unresolved cited work
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T11:46:38.569528Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 793e59d3-82a2-4f3a-a231-b9568d51a72a · outbound
This paper cites an unresolved cited work.
PRO-CUA: Process-Reward Optimization for Computer Use Agents Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T11:46:38.569528Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e6ea9f4-de3b-4706-8699-a270464b32a4 · outbound
This paper cites an unresolved cited work.
PRO-CUA: Process-Reward Optimization for Computer Use Agents Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T11:46:38.569528Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1edbc6fe-1e72-49e7-ab5d-c11657bee295 · outbound
This paper cites mental rollout.
PRO-CUA: Process-Reward Optimization for Computer Use Agents mental rollout
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T11:46:38.569528Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e7e4ade-0d80-47dc-a104-a39114966ff3 · outbound
This paper cites an unresolved cited work.
PRO-CUA: Process-Reward Optimization for Computer Use Agents Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T11:46:38.569528Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14566c34-2c3a-42ff-93e7-2c43067855f8 · outbound
This paper cites an unresolved cited work.
PRO-CUA: Process-Reward Optimization for Computer Use Agents Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T11:46:38.569528Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13a95d64-25b5-4987-b07f-b8e69eed3cc8 · outbound
This paper cites A dropdown menu will appear,.
PRO-CUA: Process-Reward Optimization for Computer Use Agents A dropdown menu will appear,
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T11:46:38.569528Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c05b8cd-810d-480d-9620-124fddd2915b · outbound
This paper cites an unresolved cited work.
PRO-CUA: Process-Reward Optimization for Computer Use Agents Unresolved cited work
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T11:46:38.569528Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 132173ab-7402-425d-8f5e-c418f17b11de · outbound
This paper cites ‘json "is_correct.
PRO-CUA: Process-Reward Optimization for Computer Use Agents ‘json "is_correct
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T11:46:38.569528Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.