Paper Citation Record · LEDGER

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training

As of 23 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2608.02545.

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

pith.paper-citation-record.v1
2608.02545 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T05:07:03.011855Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

33 of 33 outbound references displayed

verified exact0
verified fuzzy0
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 72555d0d-0f45-43ed-86f5-009c0be2259e · outbound

This paper cites Proceedings of the 35th International Conference on Machine Learning (ICML) , series =.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Proceedings of the 35th International Conference on Machine Learning (ICML) , series =

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:01.611105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fd09c94-5c9c-495f-98e5-cdd1759776c8 · outbound

This paper cites Advances in Neural Information Processing Systems 31 (NeurIPS 2018) , pages =.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Advances in Neural Information Processing Systems 31 (NeurIPS 2018) , pages =

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:01.643296Z

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Unavailable: canonical work link unavailable.

Observation b119b23b-7d82-4c60-b4df-a46e0a280814 · outbound

This paper cites Proceedings of the ACM on Programming Languages , volume =.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Proceedings of the ACM on Programming Languages , volume =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:01.705727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ee2dfa1-9ede-4042-a419-e31468b4cd3a · outbound

This paper cites Proceedings of the 35th International Conference on Machine Learning (ICML) , series =.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Proceedings of the 35th International Conference on Machine Learning (ICML) , series =

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:01.769314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 119d556f-f398-4613-8d38-feb7bd9dcff9 · outbound

This paper cites Advances in Neural Information Processing Systems 31 (NeurIPS 2018) , pages =.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Advances in Neural Information Processing Systems 31 (NeurIPS 2018) , pages =

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:01.798537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 588b0f8b-a266-4807-9369-f9614ade77ad · outbound

This paper cites Advances in Neural Information Processing Systems 33 (NeurIPS 2020) , year =.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Advances in Neural Information Processing Systems 33 (NeurIPS 2020) , year =

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:01.855049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64a2724b-3580-459e-af95-5fd8ef1619ee · outbound

This paper cites The Sixth International Conference on Learning Representations (ICLR) , year =.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training The Sixth International Conference on Learning Representations (ICLR) , year =

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:01.873421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48fdf465-93b2-417c-8103-af62b3a6acb3 · outbound

This paper cites Proceedings of the 3rd Conference on Learning for Dynamics and Control , series =.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Proceedings of the 3rd Conference on Learning for Dynamics and Control , series =

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:01.932022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 608eba33-5110-4433-a357-39ec84ffc976 · outbound

This paper cites Set-Based Training for Neural Network Verification.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Set-Based Training for Neural Network Verification

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:01.978054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5933834-0ce2-463e-8751-5c7023fd843c · outbound

This paper cites Training Verifiably Robust Agents Using Set-Based Reinforcement Learning.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Training Verifiably Robust Agents Using Set-Based Reinforcement Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:02.041981Z

Source-reported events for the cited work

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Observation c96af01a-342d-4e67-b693-a814ea46bc4a · outbound

This paper cites 2026 , eprint =.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training 2026 , eprint =

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:02.105956Z

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Unavailable: canonical work link unavailable.

Observation 381db422-9e2b-443f-b0c2-f88ece498019 · outbound

This paper cites Robustness Certification of Visual Perception Models via Camera Motion Smoothing.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Robustness Certification of Visual Perception Models via Camera Motion Smoothing

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:02.148325Z

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Unavailable: canonical work link unavailable.

Observation 27efad27-2a2a-4ffb-92e9-1511be3fec82 · outbound

This paper cites Pixel-wise Smoothing for Certified Robustness against Camera Motion Perturbations.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Pixel-wise Smoothing for Certified Robustness against Camera Motion Perturbations

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:02.218910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d684bf8c-2f89-4792-9d2e-9b80178296ab · outbound

This paper cites ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:02.371379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70e4b39e-98bd-4e29-b256-953c4f020e24 · outbound

This paper cites Perception with Guarantees: Certified Pose Estimation via Reachability Analysis.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Perception with Guarantees: Certified Pose Estimation via Reachability Analysis

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:02.508910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c077d06f-e775-412a-af51-cf9906be6c28 · outbound

This paper cites Conformalized Interactive Imitation Learning: Handling Expert Shift and Intermittent Feedback.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Conformalized Interactive Imitation Learning: Handling Expert Shift and Intermittent Feedback

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:02.621615Z

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Unavailable: canonical work link unavailable.

Observation 5ec678f2-4618-4597-ab02-1a4a67b075da · outbound

This paper cites Journal of Machine Learning Research , volume =.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Journal of Machine Learning Research , volume =

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:02.689359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7696a9a-0fd8-4669-ae95-b1a08dd18d2f · outbound

This paper cites Robust Operational Space Control with Conformal Disturbance Bounds for Safe Redundant Manipulation.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Robust Operational Space Control with Conformal Disturbance Bounds for Safe Redundant Manipulation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:02.759750Z

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Unavailable: canonical work link unavailable.

Observation 22d4dc8a-ac2e-48a6-93c0-6589de3477ff · outbound

This paper cites Proceedings of Robotics: Science and Systems (RSS) , year =.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Proceedings of Robotics: Science and Systems (RSS) , year =

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:02.823051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75fb5270-f809-4809-ac2d-dcdb8efcabcd · outbound

This paper cites RoVLA: Multi-Consistency Constraints for Robust Vision-Language-Action Models.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training RoVLA: Multi-Consistency Constraints for Robust Vision-Language-Action Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:02.883441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28b31fb4-71ff-4951-b14d-285b50d5f367 · outbound

This paper cites 2026 , url =.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training 2026 , url =

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:02.954761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcd094b1-9379-41f7-829d-dc995d9cac3b · outbound

This paper cites 2026 , eprint =.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training 2026 , eprint =

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:02.960130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd705a10-4ced-415e-9c44-f00d5c9edd91 · outbound

This paper cites Concrete Problems in.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Concrete Problems in

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:02.965043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec5d5cfe-e9bc-46ec-8ccc-b075d5de86a7 · outbound

This paper cites Unsolved Problems in ML Safety.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Unsolved Problems in ML Safety

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:02.969793Z

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Unavailable: canonical work link unavailable.

Observation d9d62b4e-9833-48df-a550-de9bb75dbaca · outbound

This paper cites 2023 , eprint =.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training 2023 , eprint =

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:02.974634Z

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Unavailable: canonical work link unavailable.

Observation ab79125f-88c3-4336-ba5f-ba88915d2f7a · outbound

This paper cites 2020 IEEE International Conference on Robotics and Automation (ICRA) , pages =.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training 2020 IEEE International Conference on Robotics and Automation (ICRA) , pages =

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:02.979462Z

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Unavailable: canonical work link unavailable.

Observation a9546a23-d9e7-4e6b-904c-28d0ef825c58 · outbound

This paper cites , booktitle =.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training , booktitle =

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:02.983993Z

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Observation cccba41f-157b-4847-a07f-3f49d3381c31 · outbound

This paper cites Sensors , volume =.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Sensors , volume =

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:02.988673Z

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Observation 85d72d23-6ae6-43ac-9966-9e1257039fa8 · outbound

This paper cites 2026 , eprint =.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training 2026 , eprint =

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:02.993434Z

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Unavailable: canonical work link unavailable.

Observation bdfb4259-dd92-424e-9ce3-2eaf861a9e96 · outbound

This paper cites Conformalized Data-Driven Reachability Analysis with.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Conformalized Data-Driven Reachability Analysis with

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:02.997969Z

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Observation 4705de41-ac0f-43b5-b096-7e5c1bdd21a3 · outbound

This paper cites Journal of the American Statistical Association , volume =.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Journal of the American Statistical Association , volume =

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:03.002889Z

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Unavailable: canonical work link unavailable.

Observation 5ae396de-26b5-4cbc-ac28-cef3c4e096a2 · outbound

This paper cites 2026 , eprint =.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training 2026 , eprint =

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:03.007391Z

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Unavailable: canonical work link unavailable.

Observation 1287d451-c68b-4f3f-8fa5-0690fe93f717 · outbound

This paper cites Rigorously computed orbits of dynamical systems without the wrapping effect , volume =.

Probabilistic Reachable-Action Verification of Visuomotor Policies via Set-Based Training Rigorously computed orbits of dynamical systems without the wrapping effect , volume =

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T05:07:03.011855Z

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Pith citing papers

No inbound Pith citation observations are available.