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Paper Citation Record · LEDGER

pdSTL: Probabilistic Differentiable Signal Temporal Logic for Stochastic Systems

As of 8 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2606.19561.

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

pith.paper-citation-record.v1
2606.19561 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T20:35:54.743119Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

20 of 20 outbound references displayed

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  • verified fuzzy0
  • unresolved15
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3e84c772-fefa-4282-94b2-ebb0ce3607ad · outbound

This paper cites On signal temporal logic.

pdSTL: Probabilistic Differentiable Signal Temporal Logic for Stochastic Systems On signal temporal logic

Reference 1

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T20:35:54.743119Z digest=sha256:0360e0f2de3b7b110c9af638e7815de711fcdcc0b4b038582b723dba5ed51db6

Observation 1ce433bb-0f20-47b7-8389-d98351b8a23a · outbound

This paper cites Robust satis- faction of temporal logic over real-valued signals.

pdSTL: Probabilistic Differentiable Signal Temporal Logic for Stochastic Systems Robust satis- faction of temporal logic over real-valued signals

Reference 2

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source=pdf_text observed=2026-06-26T20:35:54.743119Z digest=sha256:fcf3b50de7ef184ba9cd7e62f2dc3b9f8c80ebe286b71359147af383d8412ad5

Observation b92432bc-3061-4b7a-9b6b-805f2691e7f1 · outbound

This paper cites Continuous-Time Control Synthesis for Multiple Quadrotors under Signal Temporal Logic Specifications.

pdSTL: Probabilistic Differentiable Signal Temporal Logic for Stochastic Systems Continuous-Time Control Synthesis for Multiple Quadrotors under Signal Temporal Logic Specifications

Reference 3

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verified exact
arxiv_id, observed 2026-07-04T01:09:19.684028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-26T20:35:54.743119Z digest=sha256:606f9612c71fa281844d2dff9397fa8efdb970e89501dbfa03e332bec5fe498e

Observation 1420f34d-4dfc-4c08-9966-dff66b46cc75 · outbound

This paper cites Power line inspection tasks with multi-aerial robot systems via signal temporal logic specifications.

pdSTL: Probabilistic Differentiable Signal Temporal Logic for Stochastic Systems Power line inspection tasks with multi-aerial robot systems via signal temporal logic specifications

Reference 4

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source=pdf_text observed=2026-06-26T20:35:54.743119Z digest=sha256:65f2b9003e4e7b7f1219f5fc7776c7b625c3a3603edd83a6b5083a1614e2ddba

Observation dab7fe0d-3624-4491-8f12-9712cd924172 · outbound

This paper cites Guiding autonomous exploration with signal temporal logic.

pdSTL: Probabilistic Differentiable Signal Temporal Logic for Stochastic Systems Guiding autonomous exploration with signal temporal logic

Reference 5

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source=pdf_text observed=2026-06-26T20:35:54.743119Z digest=sha256:e660a8c399b6869557f9ee54a6d1139e42e2b00f3e233dbe092c8cb5312b7856

Observation 3078fa1a-7e33-468c-a371-3858524e1193 · outbound

This paper cites Learning from demonstrations using signal temporal logic in stochastic and contin- uous domains.

pdSTL: Probabilistic Differentiable Signal Temporal Logic for Stochastic Systems Learning from demonstrations using signal temporal logic in stochastic and contin- uous domains

Reference 6

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source=pdf_text observed=2026-06-26T20:35:54.743119Z digest=sha256:4e137f013897e0845ed8472afa687f162ce39ea51218438bfab6806eae31993e

Observation 0679add6-7478-494e-8816-d760ac4ebcef · outbound

This paper cites Control with Probabilistic Signal Temporal Logic.

pdSTL: Probabilistic Differentiable Signal Temporal Logic for Stochastic Systems Control with Probabilistic Signal Temporal Logic

Reference 7

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verified exact
local_arxiv, observed 2026-07-04T01:09:19.693235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-26T20:35:54.743119Z digest=sha256:2ce390c2e4ce5aa0a64623a6507654e156fa2220072eb63ab455b5a1cde0ad3a

Observation 036dd562-ae1f-47ef-bd82-91a99bdca4e0 · outbound

This paper cites Probabilistic Safety Programs.

pdSTL: Probabilistic Differentiable Signal Temporal Logic for Stochastic Systems Probabilistic Safety Programs

Reference 8

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verified exact
local_arxiv, observed 2026-07-04T01:09:19.681448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-26T20:35:54.743119Z digest=sha256:d4fa25ca96b89bdf711650463f9d907c519e2b19cb411ec563a70089a468a166

Observation 554df758-ccd3-40bc-9660-6664e6f085e0 · outbound

This paper cites Incremental rea- soning in probabilistic signal temporal logic.

pdSTL: Probabilistic Differentiable Signal Temporal Logic for Stochastic Systems Incremental rea- soning in probabilistic signal temporal logic

Reference 9

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source=pdf_text observed=2026-06-26T20:35:54.743119Z digest=sha256:056c95c071f04bdec6469472433a5db86cb316b7dd1b237597e02ec54efb556d

Observation b815744e-d174-4c47-a53c-6facad848338 · outbound

This paper cites Signal temporal logic synthesis as probabilistic inference.

pdSTL: Probabilistic Differentiable Signal Temporal Logic for Stochastic Systems Signal temporal logic synthesis as probabilistic inference

Reference 10

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source=pdf_text observed=2026-06-26T20:35:54.743119Z digest=sha256:10770d80a27a1e49ccf50528233de84747f18b9e1c12b6162960e72528a994c4

Observation 6629a5b1-eef9-47bc-9dc4-3cd7b2eec607 · outbound

This paper cites Reactive and risk-aware control for signal temporal logic.

pdSTL: Probabilistic Differentiable Signal Temporal Logic for Stochastic Systems Reactive and risk-aware control for signal temporal logic

Reference 11

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source=pdf_text observed=2026-06-26T20:35:54.743119Z digest=sha256:9d7c70ec0cf00c8d6d5b819e4ba111d95686f55f30e1e00888c034ec6c8aa891

Observation 193d2884-4706-42ab-888a-f467c34c6657 · outbound

This paper cites Safe autonomy under perception uncertainty using chance-constrained temporal logic.

pdSTL: Probabilistic Differentiable Signal Temporal Logic for Stochastic Systems Safe autonomy under perception uncertainty using chance-constrained temporal logic

Reference 12

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Source-reported events for the cited work

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source=pdf_text observed=2026-06-26T20:35:54.743119Z digest=sha256:47f598433cb4caf6ec722c9ac7f9c34d87a7f87bc4b2bcbaf8b0487134456d4f

Observation d544cfb9-1231-4780-8219-e0100187d443 · outbound

This paper cites Shrinking horizon model predictive control with chance-constrained signal tem- poral logic specifications.

pdSTL: Probabilistic Differentiable Signal Temporal Logic for Stochastic Systems Shrinking horizon model predictive control with chance-constrained signal tem- poral logic specifications

Reference 13

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source=pdf_text observed=2026-06-26T20:35:54.743119Z digest=sha256:493ccb7965c30efc5aad8c2468bdc6e3239c37b49c2848249c99d6797166129a

Observation 18828bca-d9aa-451d-a2a2-93819041ecc2 · outbound

This paper cites Stochastic Robustness Interval for Motion Planning with Signal Temporal Logic.

pdSTL: Probabilistic Differentiable Signal Temporal Logic for Stochastic Systems Stochastic Robustness Interval for Motion Planning with Signal Temporal Logic

Reference 14

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verified exact
arxiv_id, observed 2026-07-04T01:09:19.690088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-26T20:35:54.743119Z digest=sha256:40fac79af13500496ba17cbbea4128373f6500336b2054e426c0d05e4f803675

Observation 471da59b-ca18-416d-b494-3ec400e854de · outbound

This paper cites Backpropagation for parametric STL.

pdSTL: Probabilistic Differentiable Signal Temporal Logic for Stochastic Systems Backpropagation for parametric STL

Reference 15

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source=pdf_text observed=2026-06-26T20:35:54.743119Z digest=sha256:64fb916901885ae6eacc9f8f69ac0c6bfa2a6d63d81cfb49102dc84d4d9984b4

Observation a7ced079-002f-453c-aa4c-b743d90024f0 · outbound

This paper cites Backpropagation through signal temporal logic speci- fications: Infusing logical structure into gradient-based methods.

pdSTL: Probabilistic Differentiable Signal Temporal Logic for Stochastic Systems Backpropagation through signal temporal logic speci- fications: Infusing logical structure into gradient-based methods

Reference 16

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source=pdf_text observed=2026-06-26T20:35:54.743119Z digest=sha256:2bbdf31d9d0f12d898a762054d84cbe824071718d6d150fd40d532a6826bb2a9

Observation be1fe361-719d-4a10-b635-a63c13219c87 · outbound

This paper cites Signal temporal logic neural predictive control.

pdSTL: Probabilistic Differentiable Signal Temporal Logic for Stochastic Systems Signal temporal logic neural predictive control

Reference 17

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source=pdf_text observed=2026-06-26T20:35:54.743119Z digest=sha256:e2be40c30d842a3502ea3c141dd45cc0fedb4b7631fd51b5d5666e6344094b2b

Observation 47c74418-e6b9-40be-ba73-925a873ae083 · outbound

This paper cites Stlcg++: A masking approach for differentiable signal temporal logic specification.

pdSTL: Probabilistic Differentiable Signal Temporal Logic for Stochastic Systems Stlcg++: A masking approach for differentiable signal temporal logic specification

Reference 18

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arxiv_id, observed 2026-07-04T01:09:19.686699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-26T20:35:54.743119Z digest=sha256:99ab8ad78070f3e78bd0556231e37606fb0cb54f59ad46cb70d648d15c4ab7d2

Observation 9ab91f3e-c88c-4f10-8939-631578d197af · outbound

This paper cites A smooth robustness measure of signal temporal logic for sym- bolic control.

pdSTL: Probabilistic Differentiable Signal Temporal Logic for Stochastic Systems A smooth robustness measure of signal temporal logic for sym- bolic control

Reference 19

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source=pdf_text observed=2026-06-26T20:35:54.743119Z digest=sha256:85f186a1acbf88313f56c061be32ea6c5fc94f202fa0158b4edddf980cca61ab

Observation 6261d25b-7e59-445c-9bbd-2dd1de903597 · outbound

This paper cites STLnet: Signal temporal logic en- forced multivariate recurrent neural networks.

pdSTL: Probabilistic Differentiable Signal Temporal Logic for Stochastic Systems STLnet: Signal temporal logic en- forced multivariate recurrent neural networks

Reference 20

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source=pdf_text observed=2026-06-26T20:35:54.743119Z digest=sha256:a20c78def5c0890dde93c0da13f2c2b86b0429552a43c848653f39e1d1cf3f45

Pith citing papers

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