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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 14 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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.711969Z digest=sha256:c14d7c3de1ca5717fae74a9e2b2027e641c201c8103f0e14fd87fbefb8d807a3

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.716155Z digest=sha256:a88081708bd5c0e09246cd5c2cd32610f20928fc902707b7b424c6a6138c181f

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=sha256:755765055be3a2deb0817aa5b0203fda343f0984da3b0cc53bfd2aeb89d499f7

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.724122Z digest=sha256:599ca96d3f74889bd9620c389854e0e8611e033c9e0a3e791d53bb36195d2131

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.728293Z digest=sha256:7c09c057f87e26da11d540b4428aee8c575749a166719b50f25bf51e1cc378e7

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.732584Z digest=sha256:8daf2c3df6b325f01c572135861ab171bca929439baa1bcef006f3c22936c605

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.736714Z digest=sha256:8f06364e8410ab2fec65d92a09e4f459f488ad382f94198df3b45390f179cc3c

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.741276Z digest=sha256:f979e593b52e88652d2c1093e3655b5748d45582d759ff704130c90cef5df6de

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:c87e97eacccb394b4926cb1276721321b2d8dc070967afa51bbab59a4871047b

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.748938Z digest=sha256:c3fbe9d3bf38d6b9eab04295ff4799c774bd39419d9863e2a00183a9581193f3

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.752427Z digest=sha256:8f05473eb5b8020ce191987cf42ec52e10188fb698ea2313f3a1b0db18926809

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.756058Z digest=sha256:3d4c3967f4c7c7e517a20fb86c96463087d3640aae3ab05635614c5d5524de21

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.759611Z digest=sha256:629563130690e366c38fae10a4e12c6b22af9deae4c50a8de791b0863cefa552

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.763079Z digest=sha256:57a7a2c5453858ba1e3d1cf2c7e7933d7e4218e413ba890718f10a487a57c847

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.766518Z digest=sha256:f8402a250067c5bd9289badde3a27acf5fcb2419f791d86aa4e302a05f90ebaf

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.770996Z digest=sha256:f8341eb579e8e1aaba418d126be09ed1b821c1b3e97ec42f55af4273f867fb4a

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.774422Z digest=sha256:816314f73a5bc5175d7c7815b9e9b1c5d278b5fdcb5843f7fc40ee2e88755e45

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.777772Z digest=sha256:0f37d5a251f4019b67fff6ffb0c104423a7d61b66f645b984275da479d530fa2

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.781246Z digest=sha256:b9cc989e5921c5b11bada69b2a7f7b095dbe237e652dd09a4592205b201f4634

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.784853Z digest=sha256:d3391c6cf49642cb31937ee199900389188ce565075eb24aa1bee75cc0c06d61

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.788569Z digest=sha256:b3ffa90f30eee241054531d2943a22ed58e9a0d83d0cfdc9638f0ef19d67e7af

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.791898Z digest=sha256:b15324186f847fdf8e6e6de5976a0dbd0e2b486531519ce9223c62103ca088f0

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.795240Z digest=sha256:f425a69bdef923917ca2150a37955daf839169d5ac775e0d1c43a99666c51e7c

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.798568Z digest=sha256:4df422c6fd6cb066d228060d4b5be4e397a2433c3ab16e0613f814226757baea

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.801959Z digest=sha256:44b042a87eaaaa8d29198a73950b3d2ed92c732abe8aa4c800956d3e830c96be

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.805384Z digest=sha256:60bc1cd631147d449465cc24d877bd8d1bf446c153e344008534033776a8eb9c

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=sha256:11b022e4aedff9bc34667a6626f2a2065cc6a8e32a202ec6d7afcfaeb9bb358b

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.812570Z digest=sha256:8c27d62a82177c3a9c20b6dc8dda8a4d4a12593b0307e99091ec4d6c0a16bdbe

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.816653Z digest=sha256:ec1146fe0e3bffbfb8bf5709b919725e2f80132a572b05c0dc50a549f0e86804

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.820345Z digest=sha256:ae4810caa7113b10fc671ed4bf2683ee8aeddd1dacb23692b6ad2510f16cb15a

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.824075Z digest=sha256:943cb0775a3f72e58d7e38278fae91517599c42c13180ef3ed73ebb6b5f20521

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.827601Z digest=sha256:00bbfb76e5791a1cfd0708fed995c9bf225b92a77f0ba35b0a9bee754d3742c8

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.831232Z digest=sha256:7c68960be38dceb9357b1ce6b0c19ad2152fbf5b6cf3af5a4d1fbb43ec40734f

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.835064Z digest=sha256:e909475f858cdf5008e11ed9dc349a0fc4915c8f8ddca348200aed7b84940748

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.838615Z digest=sha256:c040f0dbecfc511feafb4b2535b918a629bdb865cdc65b9d40d251c474308580

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.842990Z digest=sha256:04cff32a67c8246c57520e9f36d094937f811e48b73d00dd7a26b68826cdcee7

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=sha256:0dc47959719faaa5957b104663d83aa4bf9f663d5fba22df3fb37cb958b0981a

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.849996Z digest=sha256:df896d0dceac5728f81e732daf4aef7d95a463621916c6d14b2db2148e29c7cd

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.853513Z digest=sha256:98435e1fb34b9722483d65816cf51ec00532876a54d3617000c52751a86c1cab

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.857092Z digest=sha256:9b874de0245045769ebe5b3768db97e37e9534862fe3e9ce99c06570431a2819

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.861005Z digest=sha256:f1e3f5070a3e5d7eaf8b1a7d1c60e07e8674d57d8606d760a72e84434290531f

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.864276Z digest=sha256:abdd867e7323c99b7c8825a20674c35d77d0ae45faf626c3e46b621b6e0abdb7

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.867539Z digest=sha256:2df1d12043800b47667febb5827929ef22cc89ade52accfadbfe5bcd85637ce0

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.871263Z digest=sha256:11e77a5ad65747b061339854ceba224b636c0d7016a3e01264fde60031e07366

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.874528Z digest=sha256:17edd5e558336a34c01ad71175fd742163a412f23e73f33f8fdae2d6449b623f

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.878100Z digest=sha256:432163b720db819cc3e115003323af16a93c6464c94aa1ad2280df3d43bbd4df

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=sha256:32fd519e7df4b592b942a7632ce0b166c043c4df65450e051bf5a785ef5fbf6a

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.885276Z digest=sha256:4762913a5358562b57dcfdddd76c6310a256933bd7ec9f02faaa5b5ef8cbc4e7

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.888563Z digest=sha256:9499fd00d38d8f35d41fb7e3470a7ee55b2f6af186d2cfddb85905430f8db72a

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.891675Z digest=sha256:1767816d529a4c3220b32e8e8aa4c6b4dc6ec0a393e48bcf3f31f43ee92782b3

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.894932Z digest=sha256:c10f966b7d3cb67ac213ac580440443dbb740508c62fbbec803c64ee37d9db86

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.898350Z digest=sha256:cff652332cfbb097ee0c041e802af3f7f91fd25ff881a548d799cce960d0e8f4

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.901579Z digest=sha256:2c2c37cf94da72f2b49cd5e9f5cddda8068fd7e16c3e1ff7f6eaaccd7ef80567

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.904908Z digest=sha256:e2d2e066d8600e644c141949db1a3a0e374e8541afd77e156d2f3c23eebd642b

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.908277Z digest=sha256:43b37861600f9347980af08fd6f29a6ef414c40675e2749dc03d03f9b97de7c2

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=sha256:3cd59970d04bfc3183de1a4bf19389e7d030bee4c3c409a3275d834997ac16b2

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 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T16:48:57.917053Z digest=sha256:f382b7b898174f7d978a22ff9d0e773f0cfabb8ca0e71179ce8c244881e1a845

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=sha256:2acb7a3c444c51ec2f003d7130719c03503e905a47e31a6fecfb9405d6a75736

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=sha256:95ea5d1b63b2b3fe21125780dd03cfeebf4479246d4fc72e10fa229fbf7e612f

Pith citing papers

No inbound Pith citation observations are available.