Paper Citation Record · LEDGER

MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations

As of 14 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 2 inbound Pith citation observations for arXiv:2505.18595.

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

pith.paper-citation-record.v1
2505.18595 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:37:14.483747Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T20:42:07.859229Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T15:51:33.970075Z

Reference resolution

18 of 18 outbound references displayed

verified exact0
verified fuzzy14
unresolved3
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 866649d0-2377-47d1-bacb-e857a05db2c8 · outbound

This paper cites ≻𝜎!# ?𝜎!.

MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations ≻𝜎!# ?𝜎!

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:37:17.910431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 08044497-10a2-4e8f-a3b0-71fe9766cfa4 · outbound

This paper cites [Yes] " is generally preferable to.

MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations [Yes] " is generally preferable to

Reference 2

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T14:37:17.746031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation da7a142c-6499-4f1d-86e1-a06b58a591dc · outbound

This paper cites Guidelines: • The answer NA means that the abstract and introduction do not include the claims made in the paper.

MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations Guidelines: • The answer NA means that the abstract and introduction do not include the claims made in the paper

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:37:17.587209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 33d993dc-8835-4864-af14-ba6400136e20 · outbound

This paper cites Limitations.

MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations Limitations

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:37:17.428203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5e239324-39ad-4971-ba54-a7daccd63182 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include theoretical results.

MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations Guidelines: • The answer NA means that the paper does not include theoretical results

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:37:17.170825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 14d82383-cf26-41f0-a3ee-1f3b6910e100 · outbound

This paper cites We also uploaded our source code for re-productivity purposes.

MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations We also uploaded our source code for re-productivity purposes

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:37:16.882702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7370b989-154a-473a-85be-81dfb9db993f · outbound

This paper cites We have also provided sufficient instructions for their use.

MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations We have also provided sufficient instructions for their use

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:37:16.729103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5b9a5437-caed-4541-a078-7a504cec26bc · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations Guidelines: • The answer NA means that the paper does not include experiments

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:37:16.520713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0c899459-6014-4300-bbb4-c407d628e92f · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations Guidelines: • The answer NA means that the paper does not include experiments

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:37:16.285161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b6dafcf5-c182-410c-8f61-bb2f1f6bb80a · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations Guidelines: • The answer NA means that the paper does not include experiments

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:37:16.071332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1a0ec5a6-c3cf-4729-a2eb-4a0e00640b2a · outbound

This paper cites • If the authors answer No, they should explain the special circumstances that require a deviation from the Code of Ethics.

MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations • If the authors answer No, they should explain the special circumstances that require a deviation from the Code of Ethics

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:37:15.940202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4da3bb7b-58f5-4e04-a860-1a215d15a008 · outbound

This paper cites As such, we do not foresee any direct societal impact.

MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations As such, we do not foresee any direct societal impact

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:37:15.797289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 623cb3a1-94e3-4f8b-8700-a900308e6e1f · outbound

This paper cites an unresolved cited work.

MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:37:15.642678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9c7d6c24-0398-481d-b880-0ba113c561b8 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not use existing assets.

MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations Guidelines: • The answer NA means that the paper does not use existing assets

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:37:15.454747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c043edfe-e0b7-42ad-9b47-1fbf13e8de92 · outbound

This paper cites We will share the code publicly for re-producibility or benchmarking purposes.

MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations We will share the code publicly for re-producibility or benchmarking purposes

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:37:15.279878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 62d0bb27-115a-48e0-9bf2-2ebe19ceb63e · outbound

This paper cites an unresolved cited work.

MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:37:15.045046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2a5bccf9-d8a4-48ee-8109-6fb2963906a7 · outbound

This paper cites • Depending on the country in which research is conducted, IRB approval (or equivalent) may be required for any human subjects research.

MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations • Depending on the country in which research is conducted, IRB approval (or equivalent) may be required for any human subjects research

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:37:14.844670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4dea9a75-20ed-435b-9a6a-52453ea91dc9 · outbound

This paper cites an unresolved cited work.

MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:37:14.690051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation 89456c78-0b2b-40aa-a614-c6a062c16f7c · inbound

MIMIC-D: Multi-modal Imitation for MultI-agent Coordination with Decentralized Diffusion Policies cites this paper.

MIMIC-D: Multi-modal Imitation for MultI-agent Coordination with Decentralized Diffusion Policies MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-18T15:51:33.972176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation eaf52a1c-f9c3-404d-8e13-bf02df8be244 · inbound

Multi-agent imitation learning with function approximation: Linear Markov games and beyond cites this paper.

Multi-agent imitation learning with function approximation: Linear Markov games and beyond MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T20:42:07.859229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.