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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 12 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 2026-08-12T06:34:41.77262+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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.711969Z digest=sha256:9a0f78a61bd5b7691e9329af673f24d1bd539e8f3c5543fb21ba9ea0093f3046

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.716155Z digest=sha256:f45fc1a0f8461633ac9fa34f1354258a4d8f374cefe895b9f3aa7655d192c834

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=sha256:0dafef1b324be29e2e64476685962130ee2e5b135ebee26895718788600ba873

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.724122Z digest=sha256:9df0b2c674ab2ac693c0c3fd131e02fce0a5a32cca179d458ea3b3b794f527d2

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.728293Z digest=sha256:01fd14ba6fed5db96cfbbca32bb228d5decd29c9378d65bced015c3ca679b77f

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.732584Z digest=sha256:6d6406c09f93bbbf3a9f9d2d44b06d4d3254fac77638b1cefe131393d35adc45

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.736714Z digest=sha256:faef83c553616f1891321cb4b8d5c749c02729faefc0fe115ec5b2d07ec1d5c0

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.741276Z digest=sha256:ae4f4fc66d76134d0c8f660ea607db9beb3eb51db767644824a6e479b9de650a

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:f8ff40dbb3d590d0081d9ffff3a1d12f4679c6d03e3a36a16ab6d213d9a782cd

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.748938Z digest=sha256:57e625add49cf310f98cead99e168dea7014cdfe1f6ae80e2d31fe1f133f17d3

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.752427Z digest=sha256:296abea48f9eac4299e61ff96bbe577592ec1324e593e12397b49ece740f0e17

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.756058Z digest=sha256:8ee849d999be4ea54d2983df7603c15a9ed10c84883007694dd1bc89cf0c1ef5

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.759611Z digest=sha256:694d2b142eca3e17ab0741ed8d9ce4c0c17e0d58318814c8074c855ef42e7f7c

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.763079Z digest=sha256:2e2b7d7a3a5199c729abcebbd6857689fbef3824eac110b09716f064f145017c

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.766518Z digest=sha256:a2d3194956975e26ca8499726692d6068ea7857a922a732545534d19823788b6

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.770996Z digest=sha256:eba7979669703061cf8a04d19b6f5890811d51ca03cfc69be0fd3a170b0ad63d

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.774422Z digest=sha256:297ae97ab1f254f199cd8f4da906c7743b54558f1b7aca963a6c524952964dde

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.777772Z digest=sha256:ad6ba56bc043d4fceb53f8ddf5bbf1785d32a686d2470a71a28ab6f6fc70f81b

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.781246Z digest=sha256:cff8bc2903f7b4eb66b40b4ded589214e3dfaf8590109e71d4e25b2fd0e0d68d

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.784853Z digest=sha256:0dcdac3f227cb8e186c3975db8dd79ca604b3713e6dfa25c8d867c2ebfff4f82

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.788569Z digest=sha256:c63844ea74e4b1c251dda261ab3d5dc62b7fadb23590161f1e0c2b1404404518

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.791898Z digest=sha256:befc6f40ba079e102482d8e985ea10f2056e30db9feb923412f7b6f2056c8050

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.795240Z digest=sha256:0476cd2ac02527fc41ec0243d68efaca108e6b9f5600c7b93f1b5d5b8bb75e0e

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.798568Z digest=sha256:2f6c0281829af6d2a39ab6cd7a8ef691c0c255dd6c98a81a4565c7da228e8b21

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.801959Z digest=sha256:afc5cc67d6be9765cc6302854e8d84868be26e1051420b310867cee663ebcb1f

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.805384Z digest=sha256:63a5b422972cef391786c361c6892970eb1c4da87aa533c75209fc388a90515b

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=sha256:19c5e489c93afdc66d7244f10279b17b5f81bbccb4410c7a0243541494b767a7

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.812570Z digest=sha256:4b5b08e54dcafcf006e3871f7c0a687af11d5c47878676fbaa8ddcf79bf6b858

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.816653Z digest=sha256:4217453f56042da55a3858808c55f9846dabb6c8567de8d5a9f88f93f100131b

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.820345Z digest=sha256:162fac9d2f1f5f2981e27df670416137128b8741d6d1ddd55e4e502dca0afac3

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.824075Z digest=sha256:c9e9d0cd8ba3298a16924bc735b5025f90eb23eeb205c9a34dcfeb07837287cc

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.827601Z digest=sha256:71a35770367db05f9fdbf8830008c3c316dbcdbf0d0bca566e2f17b1738a49a2

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.831232Z digest=sha256:b7015c314df6b5cd754a3c799391102a263adab29b7309bd5c47988357c4754a

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.835064Z digest=sha256:605b3e528b2275c3b7ce61cb79df56f80f7407848bcd3fc12e1a231d3456f6e4

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.838615Z digest=sha256:1a190b74aba28adb5e7d7418de3efe3e103316568e6e17d267d34550c1f02434

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.842990Z digest=sha256:7b716faf6ad939cd5701187975a528540cc2056a6a9b7f4c1f75206c02a129dc

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=sha256:29617e5ae6415078bf0ed905b48da040f0586f2fa01da26546d964855bec9dd0

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.849996Z digest=sha256:658bd56eac7b67eb4505b4ef305927a75761467de805ab5c123e413975bf7794

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.853513Z digest=sha256:b934a2ebcc2ad10fcd75850bc01ceda959c3801edcae677d0d7e20d87538fd69

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.857092Z digest=sha256:1ac699a09c8b430f9f6d8db946de1ca504d6842747478202b1eff606e225f844

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.861005Z digest=sha256:4c6fe25b3cdd673e5c0629fa2f977e652511330830c74bcab15c926e7f151aff

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.864276Z digest=sha256:c1330e63da1d59c0c65352fd9b7def07750a1c7b61af08506c6d5513b0c72f36

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.867539Z digest=sha256:64b57331c7e37a42bdc999437cbb1cea07e13d6ebfef3110ec1ee18a9181c967

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.871263Z digest=sha256:bd01260d5576bcedde44c6f4bd9b4501d3fdd8a3f007779e5506c42d0eb7f5f1

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.874528Z digest=sha256:ff3c03a6ecf4f9bf50d48e5c22d05b9214ab2848db85f6f377de3aa05e89b837

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.878100Z digest=sha256:523d41325aa4d4fb0149b4679464c215d50b1a0975f61b9e2cedad3486b767df

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=sha256:07deea43642b361244d0ddaf5108f6909382cc38d0f3ce086b8fa53fc790d335

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.885276Z digest=sha256:4236b0f6272334ae282f8d12a185c6f9c876857a73ddc75b4fa5a3140c3cef31

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.888563Z digest=sha256:c1b11350024ac050d14dca706c080c9ee33830fc3e6f5b4471976796218032dd

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.891675Z digest=sha256:a9994ce242418cb0fdeee6876a20536a84656fdae6a380ea23e79b5281580d97

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.894932Z digest=sha256:0701e29ac7265354d99fa2df5289e35e5ab35e2b5f951b389ce6671356106ef3

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.898350Z digest=sha256:78371f4d229b1df7fa6741cc810aa52cbeabf903809c8f60bbb450a07cdfe77a

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.901579Z digest=sha256:0ee76daa91230a39cb5973bee43e5d51d9a48d99a1637e0508edc225b56bd0a4

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.904908Z digest=sha256:a53360a6dcd7dba198c27cc4e8c8dd075d45f6fe301ef13eac109422113978c5

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.908277Z digest=sha256:2ea5306a59c83cdb44365ef42b2b5aec04880db931092a4c81b2b0bb600ae120

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=sha256:574e66abb18737b741fff16b172ae0a4c63e756db80a3ccf311f7881a5f37d0e

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.917053Z digest=sha256:27ffe6410fe555206d161c231c908b5a01669f12289bdda17b81723a48f63854

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=sha256:88fcad8f1b9d2d4894fd8f0aae1b061a5a2692fdea6efd8645fca7200a75ec3d

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:c08eb0db5855fe28c02e22374dc820e66940f16273de29418dbced7acd5fd8b0

Pith citing papers

No inbound Pith citation observations are available.