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Paper Citation Record · LEDGER

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning

As of 11 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2501.12823.

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

pith.paper-citation-record.v1
2501.12823 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:48:57.924476Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

59 of 59 outbound references displayed

  • verified exact7
  • verified fuzzy18
  • unresolved33
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ac2b0244-f3f5-4963-87d3-935d656ccc86 · outbound

This paper cites A.; Kumar, U.; Ansar, M.; Shah, G.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning A.; Kumar, U.; Ansar, M.; Shah, G

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:48:58.535087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.711969Z digest=sha256:1481ea4638aa6e1f9352331a2c7e03cf7f6a77ec48ac69bc70761d8834d6b5d4

Observation f8c84041-b5e9-4058-aa86-d53fdc8646e0 · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.525615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.716155Z digest=sha256:053a8445106ec6447448176d7551e0def32e19435dd94a0f9b12dd4842d15593

Observation 6f13ba36-b8eb-42a7-b3f4-3bba902d8170 · outbound

This paper cites Dynamic Observation Policies in Observation Cost-Sensitive Reinforcement Learning.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Dynamic Observation Policies in Observation Cost-Sensitive Reinforcement Learning

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T16:48:57.719911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T16:48:57.719911Z digest=sha256:1db460a805a4a18cb68a04031d9ee1dfd84c2f727cdf5655169ba200266f6212

Observation 9afb3e18-3fa0-47c9-8bac-d50315148b3c · outbound

This paper cites Scientific Discovery and the Cost of Measurement -- Balancing Information and Cost in Reinforcement Learning.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Scientific Discovery and the Cost of Measurement -- Balancing Information and Cost in Reinforcement Learning

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-10T16:48:58.101191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.724122Z digest=sha256:89bde11d44f48fc67d4672b908f894fe7d9f098bc89d5a34e3f2052ad4700639

Observation 4d8f825d-ebd0-4149-97f9-5f87e2c9fb32 · outbound

This paper cites N.; Silva, J.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning N.; Silva, J

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:48:58.516020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.728293Z digest=sha256:c4d6ae8b8eb3ccb9259771eaa182b841a94f68ddfae6a46c3ab8c1341abd40ce

Observation 27379c93-224b-4cdb-b99d-542bc0465b21 · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.506504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.732584Z digest=sha256:2e1caca5d20c27a2ce03b8f84ad5b2834f3a2bc1436c94adde90aae93289d140

Observation 60d4c1b3-0d6d-41f6-b7bb-d6e99a438402 · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.497032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.736714Z digest=sha256:a5b6e785cdd30bcdca6f5147a2bbc3ed5df28f32e94824544ca874f23c1eff5d

Observation aca1d491-5426-49ee-8f64-fc7c4d444a37 · outbound

This paper cites D.; Reidsma, P.; van Vliet, M.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning D.; Reidsma, P.; van Vliet, M

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:48:58.487522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.741276Z digest=sha256:210fb1c8609f0412b4cf19374589645f0ea1d642c68370200ab99b20e3fe8013

Observation c4108a1f-ee21-4979-bd23-3ebf6e9654b7 · outbound

This paper cites Quantifying Generalization in Reinforcement Learning.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Quantifying Generalization in Reinforcement Learning

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T16:48:57.745003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T16:48:57.745003Z digest=sha256:4682c885037f7cb345c40bd026aea3a19e324a859e623045920cd5169b500abd

Observation 5e36e88f-5f91-4a3b-b576-7a21f570d1f2 · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.477748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.748938Z digest=sha256:df3f66333b965c5a5bd6dbe591bd8dccf34b04c0f4b650e00e534b91b9984384

Observation c79e8a2c-6644-42d2-a6af-3602b6e5975d · outbound

This paper cites C.; and Johnson, G.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning C.; and Johnson, G

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:48:58.467893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.752427Z digest=sha256:70c095bba80333fac99b163c5fd13ad3f11de631d4f6b5b75a5350700161ccab

Observation f5c2ab58-aaee-4386-ba00-49896e10c83e · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.458986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.756058Z digest=sha256:a845d7d5e9208bbc768849ae99c387f1c5e508d662662167c4b9327233e6bf40

Observation 36c78ab9-a9ce-4c88-8183-fd28e3b978b1 · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.449490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.759611Z digest=sha256:2081aca2ae9aec35999d03cb2d71f924eacb2e9553be237d9d94cfaa55887861

Observation 3b23d296-0698-4de8-b64d-19ceaa57525a · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.439876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.763079Z digest=sha256:2d19b55c02262c88816feaa5f01fc713ed26c3bd08f774e7c10148b43057266d

Observation dcbf692b-29bc-4b3b-83b1-09b830c5c276 · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.430560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.766518Z digest=sha256:60ab83792e01fe07f2946627f6ecad4dab82aa0bd7a00aefccefb899847a8035

Observation 81efd0f3-bc39-42d5-81c2-b9909279c438 · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.420914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.770996Z digest=sha256:89dd47d4f3d57a36a80f3729b4d7d0cda6b3f565836093d3576521d668135946

Observation 2dadd10a-0b02-43d0-bc8b-887934493264 · outbound

This paper cites M.; and Gul, F.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning M.; and Gul, F

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:48:58.411423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.774422Z digest=sha256:1051fd599a3d9403e7647845b132d056d94d68f4fb0ef3ad72d1bcfde6c7dc08

Observation f1f14ff6-83c7-4f13-ab96-32af6825948d · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.401825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.777772Z digest=sha256:f9707c923cfebaa900cbf9b7fa7a1ff0c813cf7ffff737900e4fbc2e387629e5

Observation eb21eb53-c894-42f6-92ba-8ddf1621b95d · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.392043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.781246Z digest=sha256:4d478b0861bae9401460eeae401980552b67c1c461b375e391cd6ecc8520ce72

Observation 607d3f1a-a176-4572-97fc-02a70c687a42 · outbound

This paper cites gym-DSSAT: a crop model turned into a Reinforcement Learning environment.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning gym-DSSAT: a crop model turned into a Reinforcement Learning environment

Reference 20

Resolution
metadata mismatch
local_arxiv, observed 2026-08-10T16:48:58.077887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.784853Z digest=sha256:bdf22f8d51da35c39d5f1f625b52326bccbf2e7b65dd5b1afc73f6158d93cd20

Observation fbf61c9d-4a25-4a2a-a350-a757323fbc6a · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.382502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.788569Z digest=sha256:d4a07944040b52da5a82f74fbeb58df6b122e65396e52446972f02268184902f

Observation 106fd675-7ea9-4509-8dd2-ab7467432103 · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.373029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.791898Z digest=sha256:f98d0bcada111f41208987eb0b5ea408538f333b8b123324982c51d135cdb9ea

Observation d8df47cc-6b8f-48e7-b0a7-a4c3f7b9f548 · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.363620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.795240Z digest=sha256:55915122e17f2bc83f3cf7bb9a23317f6dedf47292f3c049a2eb909268aefbb9

Observation 5642e810-6981-4f48-aaaf-78c3a542fdae · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.354063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.798568Z digest=sha256:3dfdaa1c49f128d0835b271c001fd97e95d52254e831b68e4eb079dfe4b970d9

Observation 23aeb470-9e5d-4760-8955-e272c884e7bd · outbound

This paper cites W.; Sudduth, K.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning W.; Sudduth, K

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:48:58.344757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.801959Z digest=sha256:9a1a9e0af6adadab98e942138706865ab02b744ebfd9acc6bfdd372c5abc67e2

Observation e4f85bba-e18f-4c52-af78-ad8e25a94d0e · outbound

This paper cites G.; Overweg, H.; van Bree, R.; and Athanasiadis, I.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning G.; Overweg, H.; van Bree, R.; and Athanasiadis, I

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:48:58.335345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.805384Z digest=sha256:e1fa86dc2fca36097b5d486f200901bbaccc8fd702cce7ed5a560e28af43f16c

Observation ca2926e1-ae7b-47a5-bc74-e6a110ffabac · outbound

This paper cites Active Acquisition for Multimodal Temporal Data: A Challenging Decision-Making Task.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Active Acquisition for Multimodal Temporal Data: A Challenging Decision-Making Task

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-10T16:48:57.808842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T16:48:57.808842Z digest=sha256:5bb48da7073cfa51de52219aae47ff9c3876564a71d0391d5d819a903e0753ff

Observation 7374957a-02f9-4b8d-8059-a686da12ec5e · outbound

This paper cites Act-Then-Measure: Reinforcement Learning for Partially Observable Environments with Active Measuring.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Act-Then-Measure: Reinforcement Learning for Partially Observable Environments with Active Measuring

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-08-10T16:48:58.056060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.812570Z digest=sha256:7d82e517370bdf47e5471c0f819c263e91893243284e79f05ff3426919aff011

Observation 5424b64c-cbbd-4ddc-ba75-2ca2b06d66cb · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.326194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.816653Z digest=sha256:7c2f0c711b74901aa2c06e218e385cc7bd4f9f4312e46438c20867eb6c9b7e5c

Observation f89639de-de0c-4792-8b4e-bb925752f5af · outbound

This paper cites Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-08-10T16:48:58.042640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.820345Z digest=sha256:db7fcbacb2d3b114c0c6256904880e060a678c45e8fc972ae9172e19dde8695d

Observation f6502a06-39a5-45e8-bc1b-0a129de496bf · outbound

This paper cites M.; Baedeker, T.; Braimoh, A.; Bwalya, M.; Caron, P.; Cattaneo, A.; Garrity, D.; Henry, K.; et al.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning M.; Baedeker, T.; Braimoh, A.; Bwalya, M.; Caron, P.; Cattaneo, A.; Garrity, D.; Henry, K.; et al

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:48:58.316950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.824075Z digest=sha256:f287063394f999bef798247458a283d449e8704a862c49da94e124f9e44deb38

Observation 8551868a-3884-4d10-a1d4-968b427afb05 · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.307438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.827601Z digest=sha256:d4edf7e39dc459b788634f0e9212bd495fc668ebf16654061ad37a7981a40c2a

Observation 798674ba-b443-43f1-86a1-9ae903eb6209 · outbound

This paper cites A SWAT-based Reinforcement Learning Framework for Crop Management.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning A SWAT-based Reinforcement Learning Framework for Crop Management

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-10T16:48:58.029073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.831232Z digest=sha256:feb72d28d90d8aba8d6fc762e2bbc93dadbd008eb471127b0100b39043d2e72d

Observation df54f6b4-4581-496d-8f72-26e99cb0fde8 · outbound

This paper cites M.-S.; Olesen, J.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning M.-S.; Olesen, J

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:48:58.298418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.835064Z digest=sha256:91f21ba6d11db8b84d133395107f8a274ae4a25e2f785a7783716fb61846f0b0

Observation ff4d7d90-3651-4fc6-af72-f6f4ad63f969 · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.288797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.838615Z digest=sha256:2565f8aa332f6420322090350ca93096b716256a8a205ece74eeeff2f8e1b594

Observation a5f5293d-366f-436d-a07d-2a83d452ea26 · outbound

This paper cites A.; Fleming, S.; and Brunskill, E.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning A.; Fleming, S.; and Brunskill, E

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:48:58.279148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.842990Z digest=sha256:24222c62460fbc087f8d68128a3f54f33678943876974ee6b4a78c0813a79f0b

Observation 7d844174-99bb-4bb3-8187-ca59a988e972 · outbound

This paper cites Recurrent Model-Free RL Can Be a Strong Baseline for Many POMDPs.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Recurrent Model-Free RL Can Be a Strong Baseline for Many POMDPs

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-10T16:48:57.846410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T16:48:57.846410Z digest=sha256:0c281234488c8c99a5ce813225507b463c5d5fcdcd882de8fa8ccbd006a5d1b1

Observation d5b76720-5f7c-4bcb-af60-5e4212c21719 · outbound

This paper cites Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-08-10T16:48:58.006783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.849996Z digest=sha256:f801bbc81dc5838ef8dd60e374b687d0c7cbe15ba33a2b8fc7b22f09c628bdca

Observation fcb8ca70-fc4c-4479-86d5-8b43cbc14cd7 · outbound

This paper cites CropGym: a Reinforcement Learning Environment for Crop Management.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning CropGym: a Reinforcement Learning Environment for Crop Management

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-08-10T16:48:57.992950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.853513Z digest=sha256:7fcf53ae76c5088997e6e0bfd8340cfa98c3ff2c6c52c933f015efa9aa8cfef3

Observation 1caba0ec-52cb-4ee4-a446-1e81bffb8abd · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.269402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.857092Z digest=sha256:e9bf99de373f6255acd6c2b6f8e0c9d4ef901ddc69ac5e1f33a821b065d1c4e8

Observation 3866fd0c-63aa-407b-8d01-f76548dafba0 · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.259918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.861005Z digest=sha256:5ae2f5b4656c2749183cbb687df0b89ec8c0c1c392d8dfd10da7e27c744b15a5

Observation 899c60fa-014d-4693-96aa-e11d6b51fb5a · outbound

This paper cites G.; and Giller, K.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning G.; and Giller, K

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:48:58.250714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.864276Z digest=sha256:c93948ff582d275261409ddfde1ac4e102b3fd17dcba90a2f3d65f846c988cc7

Observation a48526b1-02bf-4030-9b82-7a918948e079 · outbound

This paper cites J.; and Yang, E.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning J.; and Yang, E

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:48:58.240976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.867539Z digest=sha256:3cc5bfe47f7ad8f7936c75bc19cb3425494ecc866bf8c3eb662674cf28754451

Observation 433b6bf3-44d6-4e4e-b000-e315e666c86e · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.231301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.871263Z digest=sha256:9f93ab98cae8d89487087e209c0c724a329eef627fb6671050f619463a401acd

Observation a7ac3c65-a589-40dd-a6d5-56d8bbf28052 · outbound

This paper cites Optimizing Crop Management with Reinforcement Learning and Imitation Learning.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Optimizing Crop Management with Reinforcement Learning and Imitation Learning

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-08-10T16:48:57.978437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.874528Z digest=sha256:4e55d52e0d5f58368d014089d81a10dca71b27ba5e47ce28b3cd7f615998c448

Observation 80edd656-2a09-45b6-9f31-581cbae5ec89 · outbound

This paper cites M.; Bir, C.; Widmar, D.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning M.; Bir, C.; Widmar, D

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:48:58.221332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.878100Z digest=sha256:331e877643c92c49f6251b4687f32fdc6152acb6310ae021ef119551ae7b0ca1

Observation 9488ae7b-7053-40bf-937c-5a7fbf40b819 · outbound

This paper cites Domain Randomization for Transferring Deep Neural Networks from Simulation to the Real World.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Domain Randomization for Transferring Deep Neural Networks from Simulation to the Real World

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-10T16:48:57.881308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T16:48:57.881308Z digest=sha256:52b9b163f16b3d0e2a188ab51f085655199b189e8dfdc9f1c2303a40af966517

Observation 9f01dca7-a6c2-4585-88e3-628ee1d09840 · outbound

This paper cites M.; and Krause, A.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning M.; and Krause, A

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:48:58.211592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.885276Z digest=sha256:7c9d76aad975a3445c18d11fc8fddbd71545ea141be72a512a68b32e87a265e8

Observation 561ee0df-ea14-4618-bad1-9d4afa1b988b · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.202152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.888563Z digest=sha256:8e5e0ad7e1ddd92fe61eb7137401097d49d953d9a04e2e10b978c0408216235e

Observation dfae3421-f9cf-416d-959f-adf88e261f64 · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.192670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.891675Z digest=sha256:aa6ab362a63edd04c08263e84112b1ad36631bab79169d6c5a36ca00c7534170

Observation ea8cad7f-c350-4261-8435-97a2585fe3a9 · outbound

This paper cites v.; Wolf, J.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning v.; Wolf, J

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:48:58.182896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.894932Z digest=sha256:81d4f8e8d9912dde55070a87f34126d220d4bb6f0330dd2fa979c5960ed1c7dd

Observation 2fda010a-bb2b-4814-8f20-0f75259642fd · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.172826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.898350Z digest=sha256:46abeb3eb4509fb9f35f89a216779bf11a828ffb1de0d571c2317093d5d09d23

Observation 9c563a18-1342-49ce-b9e0-529a0c112c13 · outbound

This paper cites an unresolved cited work.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:48:58.162654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.901579Z digest=sha256:5f4a34c51b2f9545955a1227c0c826ee61d15183133f06ec7c35cb3270aeb805

Observation 58d3a688-263a-45c5-84a7-a51e5c2aed15 · outbound

This paper cites B.; Qin, X.; Yan, N.; Chang, S.; Zhao, Y.; Dong, Q.; Boken, V.; Plotnikov, D.; Guo, H.; Wu, F.; Zhao, H.; Deronde, B.; Tits, L.; and Loupian, E.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning B.; Qin, X.; Yan, N.; Chang, S.; Zhao, Y.; Dong, Q.; Boken, V.; Plotnikov, D.; Guo, H.; Wu, F.; Zhao, H.; Deronde, B.; Tits, L.; and Loupian, E

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:48:58.153139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.904908Z digest=sha256:1f4fba50e21cc5eb57fdd508d28d1325af97ad76fb3798bef6190a729733fdb7

Observation 2decbb9a-1a95-4ed2-9689-0abd1cb44fb9 · outbound

This paper cites F.; and Hovakimyan, N.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning F.; and Hovakimyan, N

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:48:58.143029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.908277Z digest=sha256:d92b7972ccc7557cea701e29f9a42797f24d39f26d55d10b7dc14d4a608c662f

Observation bad878de-3b99-4f19-8da4-7baa90ebcece · outbound

This paper cites Reinforcement Learning with Efficient Active Feature Acquisition.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning Reinforcement Learning with Efficient Active Feature Acquisition

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-10T16:48:57.911416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T16:48:57.911416Z digest=sha256:43750e2e442438f0ba308b019ca1d564cd496d64797045047ba815aab8ace315

Observation efce8c1d-bc6b-41ff-8558-a900a1983b99 · outbound

This paper cites A.; Schapendonk, A.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning A.; Schapendonk, A

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:48:58.133220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.917053Z digest=sha256:d7454721016e64aca688f636689e8877f0fbc4995a23b3e40e725182d90c66dd

Observation 5e5f776d-0b8f-4d05-81f6-87a19a0b971f · outbound

This paper cites , " * write output.state after.block = add.period write newline.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning , " * write output.state after.block = add.period write newline

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-10T16:48:57.920425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T16:48:57.920425Z digest=sha256:6a5cbbe742ca905d7d779133a50c75ebdcb14f76c5ccd827964dbe7289a9c01f

Observation 9b393627-87f8-439b-8a9d-c68484677eed · outbound

This paper cites write newline.

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning write newline

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-10T16:48:57.924476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T16:48:57.924476Z digest=sha256:09250f8978eed7a4f665a36c593264922d604d08b09de65e2d4f62ca7998574b

Pith citing papers

No inbound Pith citation observations are available.