Paper Citation Record · LEDGER

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents

As of 19 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:1909.02583.

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

pith.paper-citation-record.v1
1909.02583 v2

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:52:17.949700Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

36 of 36 outbound references displayed

verified exact0
verified fuzzy7
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c9f638b0-5a9a-42b8-b524-1a32b843cbb0 · outbound

This paper cites write newline.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T04:52:17.793253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e069334-9cc7-404b-af1c-5765b103a96e · outbound

This paper cites S., and Djouadi , S.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents S., and Djouadi , S

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:52:18.473881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation eb7de88b-8db1-4d3b-b2e1-1dd6d72b4340 · outbound

This paper cites an unresolved cited work.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:52:18.460305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 71fa3cb8-16e8-404b-8495-8eb6bd9121fb · outbound

This paper cites an unresolved cited work.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:52:18.446384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9f284785-0de7-43dc-8443-fa847997d16a · outbound

This paper cites an unresolved cited work.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:52:18.431307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cd7de295-93ab-4b34-b182-9c15c872d3ea · outbound

This paper cites OpenAI Gym.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents OpenAI Gym

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T04:52:17.817273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fffcb8e7-afbb-4d7d-8e29-b45e3702b5d1 · outbound

This paper cites an unresolved cited work.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:52:18.417116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 069527a2-bacd-4ca9-8326-a4a760f009bc · outbound

This paper cites an unresolved cited work.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:52:18.404138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fdd3ab02-4552-41f6-9f7a-fa7ed6abef26 · outbound

This paper cites an unresolved cited work.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:52:18.389698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0c00e874-a40f-463a-a8ba-f9107b83ecf4 · outbound

This paper cites an unresolved cited work.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:52:18.374890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 859db453-f9aa-4431-89bd-cc08f38ea194 · outbound

This paper cites an unresolved cited work.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:52:18.360948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6ea03944-b994-49f5-99ae-2688319c5de9 · outbound

This paper cites an unresolved cited work.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:52:18.347376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 09d9c04e-3dad-4df8-beaa-542ff90c5dea · outbound

This paper cites an unresolved cited work.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:52:18.332872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bcc9fb7d-4179-42f6-870c-01fa50d34e68 · outbound

This paper cites an unresolved cited work.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:52:18.318751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f8e365bc-3d2e-40d1-a291-18eb7de79233 · outbound

This paper cites Adversarial Attacks on Neural Network Policies.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Adversarial Attacks on Neural Network Policies

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T04:52:17.857471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a55b5c4f-b077-4d23-a5c4-c33a1173207f · outbound

This paper cites an unresolved cited work.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:52:18.303458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7ccd67af-38c3-48cd-b07d-f46a59fe9397 · outbound

This paper cites an unresolved cited work.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:52:18.289186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 73607687-92d4-4057-8a70-24dad62f93f3 · outbound

This paper cites Adversarial Machine Learning at Scale.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Adversarial Machine Learning at Scale

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-14T04:52:17.870501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e1be55d-249e-4353-b4ce-4a514565ce97 · outbound

This paper cites Y.; Balu, A.; Stoecklein, D.; Ganapathysubramanian, B.; and Sarkar, S.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Y.; Balu, A.; Stoecklein, D.; Ganapathysubramanian, B.; and Sarkar, S

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:52:18.274901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0bca9e52-e15e-4d2d-8238-0706b59f5553 · outbound

This paper cites an unresolved cited work.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:52:18.260388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2e3156e5-c307-4cb9-82b9-74ba7e8a3b50 · outbound

This paper cites Q., and Michalska , H.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Q., and Michalska , H

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:52:18.245410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 515e74a6-4965-483b-a545-df40fab52d3f · outbound

This paper cites A.; Veness, J.; Bellemare, M.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents A.; Veness, J.; Bellemare, M

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-14T04:52:17.888193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 013471f5-ea62-48d6-964a-f1b2d2f7582a · outbound

This paper cites an unresolved cited work.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:52:18.223245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fbc049d5-86d7-4d71-8483-952cbc7e4dde · outbound

This paper cites B.; Abbeel, P.; Levine, S.; and van de Panne, M.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents B.; Abbeel, P.; Levine, S.; and van de Panne, M

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:52:18.208841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f0280f0d-0d2f-4717-9d7c-10437b18dbce · outbound

This paper cites J., and Badgwell, T.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents J., and Badgwell, T

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:52:18.195142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 25bae2a5-cd95-41a6-aa69-b8335a80db1d · outbound

This paper cites Proximal Policy Optimization Algorithms.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Proximal Policy Optimization Algorithms

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-14T04:52:17.905053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d4ef3b1-2402-4307-91f2-8742341d0314 · outbound

This paper cites an unresolved cited work.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:52:18.180668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 12266e23-8839-4e7e-8038-f2710a20374d · outbound

This paper cites an unresolved cited work.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:52:18.167181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e6e2a1c1-78de-4792-b0ff-2190cedc4a07 · outbound

This paper cites S.; McAllester, D.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents S.; McAllester, D

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:52:18.152753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5eaf931a-6a91-4c3d-a459-52595f9dba6f · outbound

This paper cites Deep Reinforcement Learning for Adaptive Traffic Signal Control.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Deep Reinforcement Learning for Adaptive Traffic Signal Control

Reference 30

Resolution: metadata mismatch; local_arxiv, observed 2026-08-14T04:52:18.005776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 777a9dc5-f782-4613-b33f-edec324fcc27 · outbound

This paper cites an unresolved cited work.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:52:18.136609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 033398c2-86ce-4450-b823-aca33c5c8bd2 · outbound

This paper cites Ensemble Adversarial Training: Attacks and Defenses.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Ensemble Adversarial Training: Attacks and Defenses

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-14T04:52:17.932234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 272bc6cc-a05b-4fb7-abad-ae505b9d3c2f · outbound

This paper cites J.; and Fritz, M.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents J.; and Fritz, M

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:52:18.121173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8433607f-a977-48af-910d-3288f00b518b · outbound

This paper cites an unresolved cited work.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:52:18.107130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bdf6e33d-2834-4203-a1fa-4d8a9e35270d · outbound

This paper cites an unresolved cited work.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:52:18.091921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0532d13a-a0ab-4a87-9c02-2fdd8fc6d8e3 · outbound

This paper cites an unresolved cited work.

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:52:18.077638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.