Paper Citation Record · LEDGER

Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters

As of 16 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:1909.02119.

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

pith.paper-citation-record.v1
1909.02119 v2

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T05:05:38.399759Z

measured 12 of 12 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

12 of 12 outbound references displayed

verified exact0
verified fuzzy1
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cd113ff9-c3d5-4875-a76d-eddf3689fb40 · outbound

This paper cites an unresolved cited work.

Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:05:38.603811Z

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 a7edb063-aeb0-470b-acf9-72213776b401 · outbound

This paper cites an unresolved cited work.

Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:05:38.589529Z

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 d5a98ef6-e2be-49c2-b546-d30dbb0aaf8a · outbound

This paper cites an unresolved cited work.

Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:05:38.573915Z

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 e3f1013e-62e5-41a2-8890-0390602c7e04 · outbound

This paper cites The NN produces a scheduling decision that is actuated in the system.

Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters The NN produces a scheduling decision that is actuated in the system

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:05:38.558605Z

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 aa79b787-3c86-490e-89ff-f2da1798328f · outbound

This paper cites an unresolved cited work.

Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:05:38.542320Z

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 0f40ff25-f25b-41df-b97e-8e952972291e · outbound

This paper cites an unresolved cited work.

Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:05:38.525979Z

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 2ff1a9d8-c28f-4a66-b6f9-6eaf6d08b193 · outbound

This paper cites an unresolved cited work.

Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:05:38.510453Z

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 f5c65f3f-305f-48f1-b4b9-432851acf03f · outbound

This paper cites an unresolved cited work.

Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:05:38.494796Z

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 896f07d6-5bff-4612-b097-8278ea954f66 · outbound

This paper cites an unresolved cited work.

Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:05:38.466128Z

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 c5e9fec2-1456-419a-b0a0-1342c990de1c · outbound

This paper cites Language Understanding for Text-based Games Using Deep Reinforcement Learning.

Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters Language Understanding for Text-based Games Using Deep Reinforcement Learning

Reference 2008

Resolution: unresolved; no resolver link, observed 2026-08-14T05:05:38.349134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cad5311-71a8-4271-a45c-2760708f5aeb · outbound

This paper cites an unresolved cited work.

Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters Unresolved cited work

Reference 2017

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:05:38.479707Z

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 3ed07c94-6304-4620-b5a2-83e9bcb761b5 · outbound

This paper cites Faster and More Accurate Sequence Alignment with SNAP.

Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters Faster and More Accurate Sequence Alignment with SNAP

Reference 3199

Resolution: unresolved; no resolver link, observed 2026-08-14T05:05:38.355386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.