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Paper Citation Record · LEDGER

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning

As of 20 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2412.13224.

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

pith.paper-citation-record.v1
2412.13224 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:06:51.391257Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

56 of 56 outbound references displayed

  • verified exact4
  • verified fuzzy5
  • unresolved46
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3b855fac-940c-4b43-9102-868f222beb2e · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 1

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 8a4b298a-4bd2-481b-b295-8b376a8bf55b · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 2

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 1db40b36-77bb-49ca-af96-7ad92775a911 · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:52.493991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 43bdaabb-fdee-4616-b1b8-6f1c42789a5d · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 4

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 769e2827-d4f2-4d48-8f26-ff62ce511680 · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:52.454098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 93b31538-35a0-475f-8ba5-c6855f20841f · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:52.439471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation c6729d5e-4af9-47d6-a1ac-a05b082de80b · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 7

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation dc6ac2bb-5e30-48ee-a21e-b9eaf63342a9 · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:52.372259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 0c66464d-572a-4191-983f-4d18ac5d6fda · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 9

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 332bf13f-db18-4692-935b-a93b4b059e6e · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 10

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 719ce949-04bc-4a41-8936-5c657802872d · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 11

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation a44765da-820e-45da-a3d4-eabcc5c79055 · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 12

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 1d253cdb-16f7-495a-b6ca-5f59e2498f54 · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 13

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 7d9b33fc-9866-400c-9c8a-d8aa659c7c36 · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 14

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 0f62b47b-c203-4c28-b82d-50b54bed4721 · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:52.211772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 232118bc-00de-4200-9879-c99518debcaf · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T14:06:51.177415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:06:51.177415Z digest=sha256:a20cc31aa2351212411a75051c22761a82c975b9635688f66ba20c0361765e4c

Observation 1e6b885f-c0f3-4615-956c-170193b1270b · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:52.179980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.181823Z digest=sha256:f6a64e56b7378568dcdeb39e2d6f2df9e361fbd2a67edaafa2c089f587d7d5c3

Observation 1b77660c-2f67-4d48-886c-8e1150c597ff · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 18

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation dfa12cbe-8fd0-41d8-a2b4-723887bf8693 · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 19

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation e001e6e5-c50d-4c26-9bb4-e66a6e06d944 · outbound

This paper cites Huang, Nicolas Papernot, Ian J.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Huang, Nicolas Papernot, Ian J

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation dbbd6b40-120a-47c7-be3f-e8bb3b7e714e · outbound

This paper cites Synthesis of Admissible Shields.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Synthesis of Admissible Shields

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-11T14:06:51.573136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation d4094c6c-133b-46cc-8faa-31d456db93c3 · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:52.089439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 86664b7a-75c7-484d-a55f-10f6fb66521c · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:52.071916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 6de044fb-f7b6-456a-8268-2a699ebbda9d · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 24

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:06:51.218480Z digest=sha256:01d444826294922a2f08160dd9f50e0f13d0cbc08599b5c73ee1a6681ece3b68

Observation 2f49fb41-da83-4dda-915d-1120ad4cc26c · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:52.014390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 00bdf2e4-3ea6-4f12-b463-02dd933c8a38 · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:51.985310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation b045c035-2a1c-47d7-baa3-05d18ec899c4 · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:51.958674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 82e2332a-e228-4390-9e11-23e138a5099d · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:51.937464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 5a931b6b-859f-40a4-a000-1ef594a5eeda · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:51.920679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 65fe7360-53df-422c-8877-c5fb85923c33 · outbound

This paper cites Equipping Black-Box Policies with Model-Based Advice for Stable Nonlinear Control.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Equipping Black-Box Policies with Model-Based Advice for Stable Nonlinear Control

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-08-11T14:06:51.551160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 57c5906c-2d33-40eb-8fa1-7207ed97bd33 · outbound

This paper cites Lillicrap, Jonathan J.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Lillicrap, Jonathan J

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:51.905320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.260169Z digest=sha256:aad954bb6046eeb788cf4fa7820c91fb83ed2945ff73e09ee2fa933ad2a27ea7

Observation 161940f6-fb9b-4b21-98ed-2522a694d5d1 · outbound

This paper cites Goal-Conditioned Reinforcement Learning: Problems and Solutions.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Goal-Conditioned Reinforcement Learning: Problems and Solutions

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-11T14:06:51.265160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:06:51.265160Z digest=sha256:8ff8551d2279bae2a10015e23cb81ad0d6641d7dda9c9ea52beba6b66d4526d6

Observation 474975c1-5d0a-4cbe-9a23-f99dd7f61fef · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:51.886102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.271066Z digest=sha256:32a03aae030c5bb37fe1ae83695d4fab0689eb513b7efecbf020731a1953d4cd

Observation cabd31f8-a625-434d-9758-e980135c31be · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:51.872185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 35bf2827-5d15-4d27-8bb7-92162b74f96e · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:51.829218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.296855Z digest=sha256:d8320969b51d6a03fb9839661fac4fe27308d728ce75e182ec193e85f7848beb

Observation ec58e29d-66f2-412b-9ef1-bcb77b237873 · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:51.816031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.301318Z digest=sha256:b2abdd1e9f686cbae5c0b4e1a65b68d11943c489c6548d5841a84c06b4ce70ab

Observation 6f788212-cec1-4b82-8f33-e4f4f332e0cf · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:51.802526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.306305Z digest=sha256:03539f0d5678ef10ff51ce30ea045d4622f0f7feae4f0615590015590e2b5d8d

Observation 70678d4e-426a-4682-b06f-8eac586194bc · outbound

This paper cites Bayesian Controller Fusion: Leveraging Control Priors in Deep Reinforcement Learning for Robotics.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Bayesian Controller Fusion: Leveraging Control Priors in Deep Reinforcement Learning for Robotics

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-08-11T14:06:51.504695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.313019Z digest=sha256:0102fdb8c1c8c07ffe9696166e3cc38792e2ff97f0cf6e1553f15ef68e2def6d

Observation 8326d400-e523-46b7-a7b5-f245b43f4968 · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:51.787346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.319271Z digest=sha256:d30b94c74133a9c82335554d5ddfe84d5eb77c9105bef74e14b5c52b08ef3d19

Observation f081d3b2-2a96-4e50-9d40-3a1eae073f67 · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:51.772713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.324940Z digest=sha256:2b821c30573da247bcc4aeca841d2b33b3e9aa050e2608196885f39f49acf2bd

Observation d10ffe49-075b-4c55-9a9d-b09c69ce0ca1 · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:51.756152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.330981Z digest=sha256:85b866897cff13d7bbcf36257fddbd36618e7bacd2a8fa85c251588e3821501f

Observation 9b37aae9-cf45-40df-923e-c6e8b1149529 · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:51.730067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.338551Z digest=sha256:15b928648ff7beeaab0ab8380375fd48eddcea645f43ea94fad60a81dee4dac6

Observation 504405c2-9aa0-4915-83a8-a00396f2567f · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:51.705871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.342810Z digest=sha256:a9d32df54afd20e573777a259a445ee3b9f6250d676501ea6be3e60750c67daf

Observation 4ee89a59-0ce1-4cb1-b184-e3eb25baa977 · outbound

This paper cites Lyapunov Design for Robust and Efficient Robotic Reinforcement Learning.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Lyapunov Design for Robust and Efficient Robotic Reinforcement Learning

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T14:06:51.347062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:06:51.347062Z digest=sha256:f2a1b2dddd666e3c8215082186dd8631d4f3204940524ddf41fa1a38666c0f2d

Observation 4b33cd17-f979-43c3-83c6-a038fbaf8705 · outbound

This paper cites Verification for Machine Learning, Autonomy, and Neural Networks Survey.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Verification for Machine Learning, Autonomy, and Neural Networks Survey

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-11T14:06:51.353360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:06:51.353360Z digest=sha256:5364b6bf225946b6413b46276bc17f2b50f269c40ae216e01183744c3528f6be

Observation 01bee7ce-6add-42b9-98fb-e2fd0b1795b6 · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:51.690668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.361541Z digest=sha256:9fda68ba00135f187139c203f06a99e1c49437c905847a23a3189af5b952af7d

Observation 9d69570e-e204-4ceb-9123-5a842137152c · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:51.655435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.372142Z digest=sha256:e75da0bac9e350826aba67921f79c3093f6f56a783d2e10111a617119744a707

Observation fb830240-3289-4460-8c3b-190d8a9b5ddf · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 48

Resolution
verified exact
doi, observed 2026-08-11T14:06:51.438518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.378196Z digest=sha256:aff1e1c7f5f4f03e7e769af5573f4db145d8b5fc88b52d9b2ad2441f8804945e

Observation 13099daf-2546-4391-a22f-256720043871 · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:51.636809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.382607Z digest=sha256:58fe618f1085780f8ad56f4fbe3142874410291ac6e828522e1559fccae8572c

Observation 99b167b5-581d-4126-81a1-11175057f41d · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:51.621332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.386995Z digest=sha256:f8c501fb690b70060a63adcf0b29ee82e172d9ef037b21d17a9b97dbb72d5def

Observation 33cc6cf3-4bdc-4212-bf09-2c264ee93d49 · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:51.606268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.391257Z digest=sha256:9b5115cbc05bc235301c5eb7b64fdb2fc1057fbb994bd2ef5a81c523ab1769a4

Observation f82f15cf-22e4-42be-b8af-975d6947361f · outbound

This paper cites an unresolved cited work.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Unresolved cited work

Reference 1994

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:52.395965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.122636Z digest=sha256:c85c7c2a2a54c6e68725b1e7469904879bb80a471193e685a4664108d450c994

Observation f6dae23b-5e75-499d-9b92-c3721ecb8a0d · outbound

This paper cites In Computer Aided Verification: 29th International Conference, CA V 2017.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning In Computer Aided Verification: 29th International Conference, CA V 2017

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:52.036913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.223077Z digest=sha256:7b587d4dc4c61dc020853da26265e56a85cf6f7d774d998ed769ad45056408a3

Observation 2a92b1e3-2efc-4f10-88f5-d8f1fce7493a · outbound

This paper cites In Conference on Robot Learning.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning In Conference on Robot Learning

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:51.855482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.290702Z digest=sha256:84ec28c49639975f6a48b67545f2f2227961426eda74fce0699f21fcb2a99722

Observation e29629a3-fa72-486e-a6ca-2283fdf079ab · outbound

This paper cites 2022 International Conference on Learning Representations (2022).

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning 2022 International Conference on Learning Representations (2022)

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:51.670591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.366554Z digest=sha256:fb85123768edd017d626115ea316cd293a40f7682176cddd7239a5d4b0772dd9

Observation 7e9d4a3c-7eea-4655-a15c-90ec054d8cd7 · outbound

This paper cites Simplex-enabled Safe Continual Learning Machine.

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning Simplex-enabled Safe Continual Learning Machine

Reference 2024

Resolution
metadata mismatch
local_arxiv, observed 2026-08-11T14:06:51.591771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T14:06:51.132842Z digest=sha256:e3aafe14852ad0246f461ac34b84ae692da1983f955003e26261b7b1600d9464

Pith citing papers

No inbound Pith citation observations are available.