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Paper Citation Record · LEDGER

Deep RL at Scale: Sorting Waste in Office Buildings with a Fleet of Mobile Manipulators

As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2305.03270.

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

pith.paper-citation-record.v1
2305.03270 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-01T08:05:47.128354Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T01:29:22.888024Z

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 81f273ed-2ec8-45ee-9217-969e5ee4b53d · inbound

Learning While Deploying: Fleet-Scale Reinforcement Learning for Generalist Robot Policies cites this paper.

Learning While Deploying: Fleet-Scale Reinforcement Learning for Generalist Robot Policies Deep RL at Scale: Sorting Waste in Office Buildings with a Fleet of Mobile Manipulators

Reference 52

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:36:11.001975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T19:31:38.069592Z digest=sha256:d33197814785c27f8d2ba65ed8f91955ddd89570e2b6430413e86214cd083374

Observation 37424740-b8c3-4ff7-899f-7c0f9d55b8e9 · inbound

Learning While Deploying: Fleet-Scale Reinforcement Learning for Generalist Robot Policies cites this paper.

Learning While Deploying: Fleet-Scale Reinforcement Learning for Generalist Robot Policies Deep RL at Scale: Sorting Waste in Office Buildings with a Fleet of Mobile Manipulators

Reference 52

Resolution
verified exact
arxiv_id, observed 2026-07-01T08:15:32.381350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-01T08:05:47.128354Z digest=sha256:37035bd76b32c202a3321d7d4c59851b9f9de8a845eabf67bf2fa721571350b7

Observation dbbc8a8e-8bd2-4cb4-b93a-a034350c02c7 · inbound

DF-ExpEnse: Diffusion Filtered Exploration for Sample Efficient Finetuning cites this paper.

DF-ExpEnse: Diffusion Filtered Exploration for Sample Efficient Finetuning Deep RL at Scale: Sorting Waste in Office Buildings with a Fleet of Mobile Manipulators

Reference 6

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T01:29:22.889527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-26T20:19:15.766523Z digest=sha256:e4b02059b7137b111bd0617ac4813cedc1057fcd65ac4e238821c20b90745c2f