Paper Citation Record · LEDGER

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models

As of 12 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2607.19399.

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

pith.paper-citation-record.v1
2607.19399 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T08:39:43.315909Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

22 of 22 outbound references displayed

verified exact0
verified fuzzy0
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 45841469-81f5-4a40-8c0c-aa1409c4610a · outbound

This paper cites Liu and F.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models Liu and F

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:40.282774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c023b2d7-bfd0-4568-af4e-20f3f3350f69 · outbound

This paper cites AWAC: Accelerating Online Reinforcement Learning with Offline Datasets.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models AWAC: Accelerating Online Reinforcement Learning with Offline Datasets

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:40.389228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cabb5a74-b72e-410a-b4d5-36764137623f · outbound

This paper cites Nakamoto and Y.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models Nakamoto and Y

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:40.582166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe0cd397-668a-4d3d-a5c1-bee79022353c · outbound

This paper cites an unresolved cited work.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:40.774438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d68ed56d-7968-4fa7-afb0-f96d69f4236a · outbound

This paper cites Kickstarting Deep Reinforcement Learning.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models Kickstarting Deep Reinforcement Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:40.941485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24ad70f1-318e-49cc-ad67-c01ad17629bd · outbound

This paper cites Spigler , title =.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models Spigler , title =

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:41.070738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3ffde07-a224-432a-b011-873d978da093 · outbound

This paper cites Ouyang and J.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models Ouyang and J

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:41.195754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4f5e656-71d7-430f-86b8-197cb5dfb5ac · outbound

This paper cites Baker and I.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models Baker and I

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:41.308423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3e6ce78-2d24-4275-868f-e93959878e63 · outbound

This paper cites an unresolved cited work.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:41.443409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ae16204-26f2-4d27-b8dd-5b47e29cfa00 · outbound

This paper cites an unresolved cited work.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:41.583509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acde6858-30da-4538-aab6-e5370b99a724 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models Proximal Policy Optimization Algorithms

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:41.699694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec6b4b86-a360-479a-90d2-7484b865d619 · outbound

This paper cites an unresolved cited work.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:41.831673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc9f6abf-fc20-4ae2-8096-22aa9c008051 · outbound

This paper cites Ross and G.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models Ross and G

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:41.985540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24a322aa-4de1-4486-a252-0d394242664b · outbound

This paper cites Ren and A.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models Ren and A

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:42.163578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f03b4507-d408-497e-b54f-6c106d7d782d · outbound

This paper cites Lee and Y.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models Lee and Y

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:42.329351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e8b23de-0f0d-4639-a2b4-c66de7eb1a5a · outbound

This paper cites Kang and Z.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models Kang and Z

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:42.493422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3068e4f1-c98d-4dd7-b11c-4b7afe7dc61d · outbound

This paper cites Kirkpatrick and R.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models Kirkpatrick and R

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:42.628347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 675c62f3-dab8-4ec0-848d-1adcd67d336a · outbound

This paper cites RT-1: Robotics Transformer for Real-World Control at Scale.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models RT-1: Robotics Transformer for Real-World Control at Scale

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:42.728935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb939b87-65ae-4131-a7d4-b16915e2b319 · outbound

This paper cites Zitkovich and T.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models Zitkovich and T

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:42.861658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8007ec0-be01-4433-825f-07755f3ffaab · outbound

This paper cites an unresolved cited work.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:43.000519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ef7df3d-92ef-4d3a-8ee5-1bd5595aa7f8 · outbound

This paper cites Black and N.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models Black and N

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:43.161739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1e36d27-fe31-45d9-814a-0906921f2c4d · outbound

This paper cites Finn and K.

Leveraging Offline Supervision for Efficient and Generalizable Reinforcement Learning in Large-Scale Vision-Language-Action Models Finn and K

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T08:39:43.315909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.