Paper Citation Record · LEDGER

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning

As of 16 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:1908.02270.

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

pith.paper-citation-record.v1
1908.02270 v2

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T14:56:23.738406Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

52 of 52 outbound references displayed

verified exact2
verified fuzzy3
unresolved45
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7f31ff6d-6b6a-4aee-b1a7-3b185cb9d981 · outbound

This paper cites DASH Industry Forum | Catalyzing the adoption of MPEG-DASH.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning DASH Industry Forum | Catalyzing the adoption of MPEG-DASH

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:24.650429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d4bb269f-ae2d-4d9d-b33c-f5868bf8d86c · outbound

This paper cites HTTP Live Streaming.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning HTTP Live Streaming

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:24.638603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7c1ba9ef-8b88-4026-a2a0-55d2bc421757 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.626158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 722c4a88-506a-4bb0-a9f2-44608e4660e3 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-14T14:56:23.467382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4e8cec5-7518-4805-9f7e-26343457dd4a · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.593500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 67e98ee5-fa91-468b-b90f-36be7d0726f9 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.581788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 58ce0b43-2e88-478e-a1ec-1bf5dc2e78b1 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.570509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7e66db2b-23b9-4b85-974c-2e1e1c8ddbc4 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.559242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0a50ce94-48d5-4db5-bb51-07d7fd7828c8 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.548415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4981d455-7ca0-4ec3-8276-b88b9d7af5e5 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.537011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 14c19f15-876d-42a3-9ab2-10fbfe571c6a · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.524577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 03890e2f-3952-484b-bf9b-223855013e3a · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.513321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d27f2ae7-bacd-4c2f-921a-c907fc8aa96f · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.502026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 082d064b-f9f5-4703-a031-b2885c5bd10b · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.490369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 46dacbab-8677-4a29-8e45-36ef016ccc8a · outbound

This paper cites Gadaleta, F.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Gadaleta, F

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T14:56:23.533322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 362121d0-da9a-47dd-8a2c-12c02d997625 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.478840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d2e540dc-80de-4107-98a2-29cd23c0d9e4 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.466213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a8a2f4f3-a6f3-4f39-97b1-b4f340a72f5f · outbound

This paper cites Tiyuntsong: A Self-Play Reinforcement Learning Approach for ABR Video Streaming.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Tiyuntsong: A Self-Play Reinforcement Learning Approach for ABR Video Streaming

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-14T14:56:24.080118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 62108aba-5917-4073-b7c0-e16eca8595fd · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.453285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 342fe05e-dae0-4d25-a818-0ba29cf09768 · outbound

This paper cites Berglund, and Zhi Li.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Berglund, and Zhi Li

Reference 20

Resolution: metadata mismatch; raw_fallback, observed 2026-08-14T14:56:24.059874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1f34559d-6be6-4d22-aca0-d14b5e64fc9d · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.441807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f7be7c5f-18bd-499d-b484-c065d77346b4 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.430219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0f668fde-07e2-4d5d-bdd3-a0d8a4958c9c · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.417672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 784d4cb3-f6d6-431b-b712-e739a76c645e · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Adam: A Method for Stochastic Optimization

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-14T14:56:23.586691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3a62d5c-9af5-4c15-9f9b-c7e63d07aaeb · outbound

This paper cites DART: Noise Injection for Robust Imitation Learning.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning DART: Noise Injection for Robust Imitation Learning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-14T14:56:23.592758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c792c35-b22a-4958-8c1b-98d37dfeefdc · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.406372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation aae1b453-6d5f-4e89-b1c2-44acb605312a · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.395029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dd48ab57-4dbd-4287-b6ab-1b9afd4c74d4 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.383113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c899beea-83fb-4366-aac2-b97454ec682a · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.370761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a9a1fa49-f763-44b6-9e44-d652126dc02a · outbound

This paper cites Guided Meta-Policy Search.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Guided Meta-Policy Search

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-14T14:56:23.623882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3257c67-b125-4876-bba0-daac973c55ec · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.358662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e68493db-4c7d-4f84-98a8-36e3392d0d42 · outbound

This paper cites Playing Atari with Deep Reinforcement Learning.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Playing Atari with Deep Reinforcement Learning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-14T14:56:23.637121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 584d2764-3a4e-42d5-afcf-51b70eeec3b9 · outbound

This paper cites Pruning Convolutional Neural Networks for Resource Efficient Inference.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Pruning Convolutional Neural Networks for Resource Efficient Inference

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-14T14:56:23.646464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf0dfbfb-c6c2-4595-b314-aaa3482b260d · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.346829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cc93f714-249f-4f67-917f-1e6628e822d4 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.334612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7458f1c1-05c8-4582-b50f-785e2463306b · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.323101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 46bd6a4d-c7cc-4e00-bd40-71893a32d843 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.310337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 281b9fb6-e117-40bb-a135-b2c30b993c04 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.297906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c9ad7e29-ffee-4116-a526-46c566a26188 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.285782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation acee521b-7747-455b-9669-9c9ca08459f1 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.271828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3525a3dc-cc49-4268-b1cb-c977bfe8ce83 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.259574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2444ee4f-4e54-4eec-812a-fb9390815562 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.245852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bc1ab93a-4973-4caa-97fe-f6f49e5ae35c · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.233185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b4b05277-7a03-42cb-acff-f890cf3a18dd · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.219145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 89ddba6c-a07f-455e-ae00-a77e851e0147 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-14T14:56:23.701676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59e416d2-6b2f-4333-a026-782205fbb91c · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 46

Resolution: metadata mismatch; raw_fallback, observed 2026-08-14T14:56:23.912308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e2af66c6-51ab-4302-ba64-3f446a5f9169 · outbound

This paper cites TF.Learn: TensorFlow's High-level Module for Distributed Machine Learning.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning TF.Learn: TensorFlow's High-level Module for Distributed Machine Learning

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-08-14T14:56:23.781615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 79c1368b-a7a2-49b6-a732-b329ec294a61 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.198119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d746d575-9d08-4f89-99b2-9d5e44aac73d · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.183702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4f9580c3-0c20-488c-a655-1f0ba54ddf62 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-14T14:56:23.733302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a619dad6-5ef6-4f1c-87e9-8544c1818675 · outbound

This paper cites an unresolved cited work.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:24.161635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c7673a84-ef0f-4c20-b595-d39bf9c42921 · outbound

This paper cites In OSDI, Vol.

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning In OSDI, Vol

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:24.606301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.