Pith. sign in

Paper Citation Record · LEDGER

Optimal Targeting in Dynamic Systems

As of 17 August 2026, this Paper Citation Record lists 100 of 102 outbound references and 2 inbound Pith citation observations for arXiv:2507.00312.

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

pith.paper-citation-record.v1
2507.00312 v4

Coverage vector

measured 100 of 102 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:32:06.569214Z

measured 102 of 102 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T19:49:07.703701Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-18T19:51:49.317999Z

Reference resolution

100 of 102 outbound references displayed

  • verified exact3
  • verified fuzzy57
  • unresolved40
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f34d4643-62ef-4474-adfe-d9f2e7672f86 · outbound

This paper cites Learning in structured mdps with convex cost functions: Improved regret bounds for inventory management.

Optimal Targeting in Dynamic Systems Learning in structured mdps with convex cost functions: Improved regret bounds for inventory management

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:05.665738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:05.665738Z digest=sha256:c59aab79e205d72b4d3ddd47bc57481f455c2763fbde26d7c3bb88a3dfbe114a

Observation 628d76e2-2933-4b89-acb6-747902675e5e · outbound

This paper cites Estimating average causal effects under general interference, with application to a social network experiment.

Optimal Targeting in Dynamic Systems Estimating average causal effects under general interference, with application to a social network experiment

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:05.782707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:05.782707Z digest=sha256:eec1a4a5a7f4a577f8ff00e71ba04ba17bf6bbbd9cb4973899d9fb7417a07fc1

Observation 9d27c703-8128-41bd-b604-fa901507cebd · outbound

This paper cites Recursive partitioning for heterogeneous causal effects.

Optimal Targeting in Dynamic Systems Recursive partitioning for heterogeneous causal effects

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:05.927020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:05.927020Z digest=sha256:806829757e2b76d6fc9d28c0db83179879c5d2ebd146649ed58e12ae5747583b

Observation 1bc9dbd5-9c84-4bb3-8202-bc461179be1b · outbound

This paper cites Policy learning with observational data.

Optimal Targeting in Dynamic Systems Policy learning with observational data

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.030231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.030231Z digest=sha256:044da46d40bf62ffefa84f08a1abaf72e906ac0011c9efe6408f9f82a7a0d554

Observation 91c1279e-c388-41c3-a3e3-c27daf81235d · outbound

This paper cites Generalized random forests.

Optimal Targeting in Dynamic Systems Generalized random forests

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.107432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.107432Z digest=sha256:311f167a3bb22e53aea80ec92f6b350398503e1654fff18d8f1f4328cf7acbde

Observation 7cea15ad-f79e-4de3-bd8e-7d2bd50950bb · outbound

This paper cites The big data newsvendor: Practical insights from machine learning.

Optimal Targeting in Dynamic Systems The big data newsvendor: Practical insights from machine learning

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.222302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.222302Z digest=sha256:54198a4c8686b3887796ea280823dbd8b520d877fca55a85304c77d82dd57ac5

Observation d1eccd59-9f72-4084-88e8-17cff3902fb7 · outbound

This paper cites Randomization tests of causal effects under interference.

Optimal Targeting in Dynamic Systems Randomization tests of causal effects under interference

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.245972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.245972Z digest=sha256:b50ca3b3620b4d8c949a86e42904b499d032440eca3d063d708d03bd10d280de

Observation 1425c1aa-bd17-4224-b766-5b81a4371fc2 · outbound

This paper cites From predictive to prescriptive analytics.

Optimal Targeting in Dynamic Systems From predictive to prescriptive analytics

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.294202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.294202Z digest=sha256:9753a344cc50ff2547f798c12edb89eba8e9c6446f523beb2c1ec073ed827c41

Observation 766c3542-a212-4ad7-99a6-9dcc51b0066b · outbound

This paper cites Inferring welfare maximizing treatment assignment under budget constraints.

Optimal Targeting in Dynamic Systems Inferring welfare maximizing treatment assignment under budget constraints

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.297643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.297643Z digest=sha256:4366fbd5781bf47e3df8c7df631637f7b53fdc9b9346f068afc4f80722e3c8bc

Observation 9d26bd5e-744d-4bb0-9ed4-348ebe937db6 · outbound

This paper cites The optimal admission threshold in observable queues with state dependent pricing.

Optimal Targeting in Dynamic Systems The optimal admission threshold in observable queues with state dependent pricing

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.300374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.300374Z digest=sha256:0d14c7b941f9ff2816f697de144d4139afc93ca039194788376fe8346029ff58

Observation ea824b7c-c037-435a-bd94-c13f85b0fbf8 · outbound

This paper cites Randomized controlled trials of service interventions: The impact of capacity constraints.

Optimal Targeting in Dynamic Systems Randomized controlled trials of service interventions: The impact of capacity constraints

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.303470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.303470Z digest=sha256:7115fbfdbc3a72fb112fd55c75ab20f22db64a9cdd76c3cb0a33ec9bbe0729df

Observation 447625ac-6b26-48d0-96f6-6c0798da677f · outbound

This paper cites Learning to order for inventory systems with lost sales and uncertain supplies.

Optimal Targeting in Dynamic Systems Learning to order for inventory systems with lost sales and uncertain supplies

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.306303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.306303Z digest=sha256:f92c58eb3fdf3c2da4dbd60f9dc8f452fed326509b8dd3d8dd56c6f3b1245b5b

Observation 751631aa-4d4d-4f73-a9f1-26b84a3d5054 · outbound

This paper cites State dependent pricing with a queue.

Optimal Targeting in Dynamic Systems State dependent pricing with a queue

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.309128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.309128Z digest=sha256:e1e397c20605e678a1897b064d511632bfd57b1ee60d718ade86ce83ec46602d

Observation 8a2a1843-097b-42df-8da7-fb937931910b · outbound

This paper cites A statistical learning approach to personalization in revenue management.

Optimal Targeting in Dynamic Systems A statistical learning approach to personalization in revenue management

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.312026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.312026Z digest=sha256:0b627fcc8ec807a014987bdc39ef97507a385a5b4cd180d7554baec2529ea149

Observation 6b4fd1d4-5cf7-4c7a-b274-fee03e6d1863 · outbound

This paper cites Double/debiased machine learning for treatment and structural parameters, 2018.

Optimal Targeting in Dynamic Systems Double/debiased machine learning for treatment and structural parameters, 2018

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.315266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.315266Z digest=sha256:1bd3921ccaa5f934c0de0472a74fe884da573bcfeeaa13cab0321e31feb1e2fc

Observation 58a4d8a3-1537-4f08-91bd-35a988460d7a · outbound

This paper cites Locally robust semiparametric estimation.

Optimal Targeting in Dynamic Systems Locally robust semiparametric estimation

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.317994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.317994Z digest=sha256:657af3399dca77648c806319b097e43f852c413fda90885035cc51c9b717a533

Observation efc57064-a312-4cbe-bc07-2b2ec5e7c5a1 · outbound

This paper cites Sampling-based approximation schemes for capacitated stochastic inventory control models.

Optimal Targeting in Dynamic Systems Sampling-based approximation schemes for capacitated stochastic inventory control models

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.321109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.321109Z digest=sha256:8bd76637648ec3ea1238d77237606c1f5ba55591b880ee950e3472da65226e18

Observation 0cfcee07-078a-430b-a817-4b0f60bc8a15 · outbound

This paper cites Comparison of perturbation bounds for the stationary distribution of a markov chain.

Optimal Targeting in Dynamic Systems Comparison of perturbation bounds for the stationary distribution of a markov chain

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.324123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.324123Z digest=sha256:e10a2ed5a953e4f5f83a04d58ffa63d81e94601423ab0b649ffd32500c735dde

Observation af2baf95-193f-43aa-ad58-896934339fa0 · outbound

This paper cites Discovering and removing exogenous state variables and rewards for reinforcement learning.

Optimal Targeting in Dynamic Systems Discovering and removing exogenous state variables and rewards for reinforcement learning

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.327999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.327999Z digest=sha256:786366809ac7cc0495501cf839cb41ae1a3a1c11c35ee957a9e5d93c3a898721

Observation 4839e665-75a8-46d2-82f5-4a8013a3dde7 · outbound

This paper cites Feature-based inventory control with censored demand.

Optimal Targeting in Dynamic Systems Feature-based inventory control with censored demand

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.330958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.330958Z digest=sha256:12d3e041ed8dd05a28e1971b9cc523e9e5c75ec4a9ce217b04128ffa9e268cf0

Observation 0a3330b4-542e-4673-873b-411c30bf6818 · outbound

This paper cites Sample-efficient reinforcement learning in the presence of exogenous information.

Optimal Targeting in Dynamic Systems Sample-efficient reinforcement learning in the presence of exogenous information

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.334019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.334019Z digest=sha256:33b0b3f65717f2d6098d467191d2e051df1870a3ad029da400dcf6c7068c7e1f

Observation 8050f0bc-b649-4781-bea4-c77fc28ce2d4 · outbound

This paper cites Markovian interference in experiments.

Optimal Targeting in Dynamic Systems Markovian interference in experiments

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.336963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.336963Z digest=sha256:e4c009712860e9abced98adbad095ccc135cd8f5ffc0c374f4614641e9f8238b

Observation 7056045e-a9ed-4182-b16e-c948e96b945d · outbound

This paper cites Deep neural networks for estimation and inference.

Optimal Targeting in Dynamic Systems Deep neural networks for estimation and inference

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.340330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.340330Z digest=sha256:53dbe7bdea03c410290f50bd7836aeb40bd705293e162c52fa714fc86ad087d3

Observation 241c3ec9-e8d0-4633-803e-df606f81974a · outbound

This paper cites How research in production and operations management may evolve in the era of big data.

Optimal Targeting in Dynamic Systems How research in production and operations management may evolve in the era of big data

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.731271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.343007Z digest=sha256:e36cee3285a050cf026df42139ff9f98f6d0fb6e9201ab4de1018b047ded79d0

Observation e9664cf2-97c2-490b-be0a-0026d8d3b51a · outbound

This paper cites Targeting interventions in networks.

Optimal Targeting in Dynamic Systems Targeting interventions in networks

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.722372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.345755Z digest=sha256:e3cafa1f37b96b0021f1ab01e051a1696c2c936b32101b8d1eb7488d8a4725f5

Observation fbb5a3c6-7305-4396-88bb-16e6fac8209f · outbound

This paper cites Causal Inference: What If.

Optimal Targeting in Dynamic Systems Causal Inference: What If

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.714276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.348897Z digest=sha256:6e1ee9f0c5d3ae60f73b84ca4d9b405925c1c8a602343a8cfa033c7e27cd0802

Observation 01965b0e-4a26-43d0-a67a-84468bf24afa · outbound

This paper cites Asymptotics for statistical treatment rules.

Optimal Targeting in Dynamic Systems Asymptotics for statistical treatment rules

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.705721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.351901Z digest=sha256:e9c3be4fb981c979776f132734ffdd7fd6afd91df8a75584d89062e756ddc7c1

Observation fd4cb809-4f16-4838-8e97-b40978e52cfa · outbound

This paper cites Dynamic Programming and Markov Processes.

Optimal Targeting in Dynamic Systems Dynamic Programming and Markov Processes

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.697219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.354935Z digest=sha256:ec068758e2190a7326be13607fe6a9bb5b5059e399603ed2a4dc19f809cc5d84

Observation c9f418b5-37d5-4d6f-b75c-8eb06ccc8578 · outbound

This paper cites Average direct and indirect causal effects under interference.

Optimal Targeting in Dynamic Systems Average direct and indirect causal effects under interference

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.687769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.357629Z digest=sha256:191fe72c58e74eeaa3326d42b1c25028d00d81ca6918402da1fa09c4dcbfc3fb

Observation c8b92ada-8421-4a51-8ae9-57ff534afee8 · outbound

This paper cites Estimating individualized treatment rules with risk constraint.

Optimal Targeting in Dynamic Systems Estimating individualized treatment rules with risk constraint

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.679045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.360846Z digest=sha256:8e80fa703024973744d2de95e3eddde516fdd9378b8877ff557de2ca0781af3c

Observation a99b3010-769b-423b-ba42-c2083982475b · outbound

This paper cites Toward causal inference with interference.

Optimal Targeting in Dynamic Systems Toward causal inference with interference

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.670381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.363835Z digest=sha256:0b5d1241d1d88e613c43edc37ccc4ab056f309985954c652983a7b85bb42442a

Observation 8d1a3f12-7886-484f-937b-006b41a23923 · outbound

This paper cites Resources and capabilities of the department of veterans affairs to provide timely and accessible care to veterans.

Optimal Targeting in Dynamic Systems Resources and capabilities of the department of veterans affairs to provide timely and accessible care to veterans

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.661871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.367014Z digest=sha256:558663c6d61f3b6ea45e54dac9614403b04217315af585fe3ec623f356ec0cbd

Observation 3d51f96f-047a-47c6-96c6-060ee2903a3c · outbound

This paper cites Experimental evaluation of individualized treatment rules.

Optimal Targeting in Dynamic Systems Experimental evaluation of individualized treatment rules

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.652975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.369813Z digest=sha256:f10d943672549f859738ca1ba2d4fca682e28378762fcfb48acc7a308ddc4612

Observation 67733847-b0cd-4470-96b3-e2115c8d2edd · outbound

This paper cites Priority assignment in emergency response.

Optimal Targeting in Dynamic Systems Priority assignment in emergency response

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.644209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.372585Z digest=sha256:8b0365ddbbf91bd429de1363bf9fb3c947e7254a4c54973a25c04440a337e69f

Observation 9bfeafdf-d725-4116-be91-ead9b2465111 · outbound

This paper cites Control of arrivals to a stochastic input--output system.

Optimal Targeting in Dynamic Systems Control of arrivals to a stochastic input--output system

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.635810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.375770Z digest=sha256:2ca07bd603d1c359cffff07a509d161a084e3558900295685ba5e69ce58c4090

Observation fca1ba44-f105-4e55-b517-17272ddd9ff6 · outbound

This paper cites When Does Interference Matter? Decision-Making in Platform Experiments.

Optimal Targeting in Dynamic Systems When Does Interference Matter? Decision-Making in Platform Experiments

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:32:07.060603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.378422Z digest=sha256:f40326e722d4001fcbe07ff095ec7e08e95c9435a0dab2ffaa172a5c9bced64d

Observation 677c12d9-80b7-47be-b432-0fafe6e03f44 · outbound

This paper cites an unresolved cited work.

Optimal Targeting in Dynamic Systems Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:32:07.626954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.382060Z digest=sha256:841f70a220c8d4864264dbcb58f4fc6906195f7c4fe607e27af88ddfba6df9a2

Observation c4cf6547-240c-4422-85bb-b45dbc58d001 · outbound

This paper cites Balanced policy evaluation and learning.

Optimal Targeting in Dynamic Systems Balanced policy evaluation and learning

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.619030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.384966Z digest=sha256:359708ad8035f3981308fbc076dd3199f9cc67bdaa397a126de7e2f8031ec473

Observation e4add60e-d17c-4287-972a-3c3b9ee32e86 · outbound

This paper cites Double reinforcement learning for efficient off-policy evaluation in markov decision processes.

Optimal Targeting in Dynamic Systems Double reinforcement learning for efficient off-policy evaluation in markov decision processes

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.610653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.388209Z digest=sha256:23950e929267987ced7a5de212d61941212fc027c1900a73c2391d31d6e0db6f

Observation c4798139-6444-4d44-880b-a54e99eb7a80 · outbound

This paper cites Efficiently breaking the curse of horizon in off-policy evaluation with double reinforcement learning.

Optimal Targeting in Dynamic Systems Efficiently breaking the curse of horizon in off-policy evaluation with double reinforcement learning

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.602316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.391127Z digest=sha256:818e86b6f994fbf126c67b2d0754d441078592c499aa62063336009718c43949

Observation 68e57eca-1b37-4c16-a553-6a5bf2b2532e · outbound

This paper cites Minimax-optimal policy learning under unobserved confounding.

Optimal Targeting in Dynamic Systems Minimax-optimal policy learning under unobserved confounding

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.593362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.394448Z digest=sha256:be2e424123987476d8cea0c73c746b27311c7bda203e9a3b5a72c31c0fd2e3f4

Observation c4fddd6b-4629-4886-9b82-0c59e79f1bb4 · outbound

This paper cites Towards optimal doubly robust estimation of heterogeneous causal effects.

Optimal Targeting in Dynamic Systems Towards optimal doubly robust estimation of heterogeneous causal effects

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.584373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.397182Z digest=sha256:d9f6baa332dfa531c2a4435315c0f7f3391608aba9aad86e44dfaaa97f8f2a10

Observation 71f1b757-965a-4306-a955-34f61e209eff · outbound

This paper cites Feature-based scheduling and dynamic learning with a large backlog.

Optimal Targeting in Dynamic Systems Feature-based scheduling and dynamic learning with a large backlog

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.575482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.400352Z digest=sha256:a7d23ed4c5cc60e3b58ab02146bd3126d0c93185ae142da434967f46d2c4b7b6

Observation 02890dd0-b950-44e5-89f1-7e27af243861 · outbound

This paper cites Who should be treated? empirical welfare maximization methods for treatment choice.

Optimal Targeting in Dynamic Systems Who should be treated? empirical welfare maximization methods for treatment choice

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.566593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.403911Z digest=sha256:4c881a0e5a09bf6379ed24b34aed25abeb7469e0af26f0bc693c6345709bfa37

Observation 9897ccf3-b2a7-4bc7-8dda-1b775d4542f4 · outbound

This paper cites Individualized Treatment Allocation in Sequential Network Games.

Optimal Targeting in Dynamic Systems Individualized Treatment Allocation in Sequential Network Games

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.406959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.406959Z digest=sha256:16262438c83583c04617029c7cb2d0e7f641b5e43fa4fc1b8786e25d431e7218

Observation a091ec64-c724-4597-84e1-3b705454ac31 · outbound

This paper cites Who should get vaccinated? individualized allocation of vaccines over sir network.

Optimal Targeting in Dynamic Systems Who should get vaccinated? individualized allocation of vaccines over sir network

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.557177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.410463Z digest=sha256:54387bbdedfaf933f36bcf07b1d90faee92775b14d3eb3987facd3ef085fe097

Observation 3c3f63e1-e8a1-4cf5-b79d-bf59d3f9bcbb · outbound

This paper cites o ren R K \.

Optimal Targeting in Dynamic Systems o ren R K \

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.413269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.413269Z digest=sha256:77f89637d8bbdb5b204722a944542dcd29a256fc1c73cf846bf9f7e9b2dd2c23

Observation 48acaeb8-8ce4-4f0a-ad71-9f4d0b0f762d · outbound

This paper cites Batch policy learning under constraints.

Optimal Targeting in Dynamic Systems Batch policy learning under constraints

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.415945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.415945Z digest=sha256:a0188b06c18fb88e488e454c62d93258c1393eac459a42d5a0431a4944e81ed7

Observation 98ab606e-73c7-4da5-a17f-fcbcacffd430 · outbound

This paper cites Rate-optimal cluster-randomized designs for spatial interference.

Optimal Targeting in Dynamic Systems Rate-optimal cluster-randomized designs for spatial interference

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.535712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.419120Z digest=sha256:9f21fff1d5325563b69a6db315090e8eb5e1f3dbd071a00a5c7e345aa37f77bc

Observation c021fc24-ee94-462e-b27a-8ceab65a8335 · outbound

This paper cites Random Graph Asymptotics for Treatment Effect Estimation under Network Interference.

Optimal Targeting in Dynamic Systems Random Graph Asymptotics for Treatment Effect Estimation under Network Interference

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:32:07.036273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.422014Z digest=sha256:a58c1fee5389aa9e96714ee90326e826a101cad9e8e0e62e102d86e96483e030

Observation d5965dde-b83f-4da1-8c98-1ac207af001b · outbound

This paper cites Experimenting under stochastic congestion.

Optimal Targeting in Dynamic Systems Experimenting under stochastic congestion

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.425351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.425351Z digest=sha256:46910eac4383aab3ae94aee3f244e8f997a8112a5b4723410bb1d2eb26f2411c

Observation 1292d9c1-8d6b-4b22-bde8-888324875de9 · outbound

This paper cites Off-policy estimation of long-term average outcomes with applications to mobile health.

Optimal Targeting in Dynamic Systems Off-policy estimation of long-term average outcomes with applications to mobile health

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.527055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.427989Z digest=sha256:5b0623f88cc2f58bb454f3670845f66df8a7591b012803306c2b657e68f3da6f

Observation dbdde8dc-19f8-4e56-8500-bacea601c12e · outbound

This paper cites Batch policy learning in average reward markov decision processes.

Optimal Targeting in Dynamic Systems Batch policy learning in average reward markov decision processes

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.518692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.430994Z digest=sha256:e65d9b9f57d88c46570f48ec23544cf4f9c2334f3eb898df3b568b2a498ed509

Observation 698b9676-540d-4261-81e7-a7e50ef2851b · outbound

This paper cites Performance guarantees for policy learning.

Optimal Targeting in Dynamic Systems Performance guarantees for policy learning

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.510776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.433825Z digest=sha256:88c7eeda4b26ad23e3ad34c8aadd7572273eee1b2bbc595313e775f242310372

Observation 095044ae-d1d6-4d35-8f95-9a077008f9f9 · outbound

This paper cites Optimal individualized treatments in resource-limited settings.

Optimal Targeting in Dynamic Systems Optimal individualized treatments in resource-limited settings

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.502517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.437056Z digest=sha256:005370e80ac2e9bd268c62c24e968c592d31decb7d96a35096a177ea387469d7

Observation b4a81e63-bc27-40e7-a0c4-3c2970c15703 · outbound

This paper cites an unresolved cited work.

Optimal Targeting in Dynamic Systems Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.440086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.440086Z digest=sha256:77505752fbd099d68432ff57a9beba7b0a7aea481a3ad8f20b6799ac3330722d

Observation 4ccfaaff-9611-48f0-9f75-10af844e3171 · outbound

This paper cites Identification for prediction and decision.

Optimal Targeting in Dynamic Systems Identification for prediction and decision

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.493786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.442743Z digest=sha256:27da5142bd25c61c01a6d0014221d454f0bb557c9548023affd9f6558819fe65

Observation 0e76b666-21d0-421c-bb8d-d74ee4faa7b7 · outbound

This paper cites Identification of treatment response with social interactions.

Optimal Targeting in Dynamic Systems Identification of treatment response with social interactions

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.485346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.445582Z digest=sha256:234cde996feeb333484a1a18eea3431228b673cf24e91c6b22a3728d916b0285

Observation 2a9a4463-6377-45ac-9c78-5d5f1fac4778 · outbound

This paper cites A vector-contraction inequality for rademacher complexities.

Optimal Targeting in Dynamic Systems A vector-contraction inequality for rademacher complexities

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.476489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.448663Z digest=sha256:af904ff8d8291117e5254c37ef16cdf18293faa4d518a8b7b07745762c39d652

Observation e6fa2def-013d-4e94-b0eb-8ee620e4840a · outbound

This paper cites Off-policy evaluation in markov decision processes under weak distributional overlap.

Optimal Targeting in Dynamic Systems Off-policy evaluation in markov decision processes under weak distributional overlap

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.451481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.451481Z digest=sha256:e19fa665e40bd610807c3430bd54a763009fd44239ac917d58f247fdd99726b4

Observation db7fbfc3-476a-490a-b372-577e34b298a0 · outbound

This paper cites Fast track: Urgent care within a teaching hospital emergency department: Can it work? Annals of Emergency Medicine, 17 0 (5): 0 453--456, 1988.

Optimal Targeting in Dynamic Systems Fast track: Urgent care within a teaching hospital emergency department: Can it work? Annals of Emergency Medicine, 17 0 (5): 0 453--456, 1988

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.467770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.454466Z digest=sha256:31203ac24373c1d8db53a34f2159c9f0be2b0ff7c6373e0437fa59b2ae4bdb18

Observation 3dd57f8a-83ef-4955-87b0-9d516041d87b · outbound

This paper cites Resource-based patient prioritization in mass-casualty incidents.

Optimal Targeting in Dynamic Systems Resource-based patient prioritization in mass-casualty incidents

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.458252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.457276Z digest=sha256:d6cd0492e4ba77971f2bf9545bc8ab2746770abc3e30f9b5d745a293bed2f51d

Observation 0c6b1bd3-4ee8-4e15-8b61-9cef3a42fa94 · outbound

This paper cites Treatment effects in market equilibrium.

Optimal Targeting in Dynamic Systems Treatment effects in market equilibrium

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.447823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.460303Z digest=sha256:ffcb35fbd833403e7c820c7d7707f3a9fbe0fcf581592a404ac18048ce21a22c

Observation 1d22512b-f745-47dc-b0bd-1e0983021777 · outbound

This paper cites Optimal dynamic treatment regimes.

Optimal Targeting in Dynamic Systems Optimal dynamic treatment regimes

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.437783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.463088Z digest=sha256:d191606bd225fc9251144fc73aac0c358dce5c1c9549b84a1171c630563f49e5

Observation c2a903cf-72e5-4628-8123-ca311296deaa · outbound

This paper cites A generalization error for q-learning.

Optimal Targeting in Dynamic Systems A generalization error for q-learning

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.427618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.465620Z digest=sha256:035b6a36cf5a0068f9c98c60d3eb739a7baeeab1bc1ff2be915f7e50cd1e7d91

Observation e6223a3a-fd4c-409c-bad7-690c4c97d6dc · outbound

This paper cites Admission control in the presence of arrival forecasts with blocking-based policy optimization.

Optimal Targeting in Dynamic Systems Admission control in the presence of arrival forecasts with blocking-based policy optimization

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.417265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.468198Z digest=sha256:42e827473f3cc44bdf14cff37eafd8d3fddbf906ad986a7793b460090330b5e7

Observation 8699a599-2094-478e-83f0-220e652a5e09 · outbound

This paper cites The regulation of queue size by levying tolls.

Optimal Targeting in Dynamic Systems The regulation of queue size by levying tolls

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.406229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.471262Z digest=sha256:90cb2c4440d5da51b72ab5f5e5d1a8bbeb0ac87404da28d6ae5aba1253b8c8c4

Observation abb9f91a-5949-4b88-957d-6d9f143d236a · outbound

This paper cites Quasi-oracle estimation of heterogeneous treatment effects.

Optimal Targeting in Dynamic Systems Quasi-oracle estimation of heterogeneous treatment effects

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.474022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.474022Z digest=sha256:1ab940a6e7f987d2bb93720a9e2bc6f4f5acb562a9cb0506ea29285a3f93f3a4

Observation 69149109-a872-4e4e-990d-2d387f64a570 · outbound

This paper cites Learning when-to-treat policies.

Optimal Targeting in Dynamic Systems Learning when-to-treat policies

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.387225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.476841Z digest=sha256:495f0dc300f4e75b347e7e7f19f63c7895773acc747123ac0f1fcd55cef2251e

Observation 831ca16d-7720-4646-a669-607c963c7125 · outbound

This paper cites A Direct Search Optimization Method That Models the Objective and Constraint Functions by Linear Interpolation, pages 51--67.

Optimal Targeting in Dynamic Systems A Direct Search Optimization Method That Models the Objective and Constraint Functions by Linear Interpolation, pages 51--67

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.377077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.479628Z digest=sha256:7617c0508a135e1cdc2bc86cb29d1876c08d243eceb8b4f6ce1f989d44c301a5

Observation 41130da8-18d4-481a-a753-4a419e27f37f · outbound

This paper cites Direct search algorithms for optimization calculations.

Optimal Targeting in Dynamic Systems Direct search algorithms for optimization calculations

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.366475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.482842Z digest=sha256:93456c66a6c0a75815cb459d41f6bbbb914497b8b9dd894f81a58736b9b87a52

Observation 9ecf4565-b654-417c-8ed6-eff4937c8302 · outbound

This paper cites Performance guarantees for individualized treatment rules.

Optimal Targeting in Dynamic Systems Performance guarantees for individualized treatment rules

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.357201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.485654Z digest=sha256:82aa16e6146718a987b5347a9b8c66c48fc7df472d38891d5651f84cdf865683

Observation f7b4d8bc-1363-4198-aba3-aa79b5051dd0 · outbound

This paper cites Optimal structural nested models for optimal sequential decisions.

Optimal Targeting in Dynamic Systems Optimal structural nested models for optimal sequential decisions

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.347755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.488384Z digest=sha256:da0378d7940919b9a9469b979e6986975554421bad094b70663870b861486e6d

Observation c50df4e1-be99-4430-88d9-11a2b9db7e39 · outbound

This paper cites Introduction to Probability Models (Eleventh Edition).

Optimal Targeting in Dynamic Systems Introduction to Probability Models (Eleventh Edition)

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.338058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.490893Z digest=sha256:9dbc96c6b944e622f0e530438997de9187af400631a8758482d1fce200ebeee5

Observation b3ee7a9c-d779-4a5a-bf4f-44386311f993 · outbound

This paper cites Average treatment effects in the presence of unknown interference.

Optimal Targeting in Dynamic Systems Average treatment effects in the presence of unknown interference

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.328450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.494104Z digest=sha256:01904eeac4fe4e6ccc083d53b71d4bb69c4469f85f5dbc450c750db015707cb9

Observation 6eb87b3b-deae-4d47-b432-b33e7b7dfcaf · outbound

This paper cites Treatment planning for victims with heterogeneous time sensitivities in mass casualty incidents.

Optimal Targeting in Dynamic Systems Treatment planning for victims with heterogeneous time sensitivities in mass casualty incidents

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.318305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.496765Z digest=sha256:00a984a7d4450a66487e88910d44ab3692d95431fd13382314de117140099d82

Observation 41224c8e-e253-41c7-bbb4-0fb4a38c616e · outbound

This paper cites Hindsight learning for mdps with exogenous inputs.

Optimal Targeting in Dynamic Systems Hindsight learning for mdps with exogenous inputs

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.308866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.499643Z digest=sha256:7bb894fe430251d8dcdd0e1d3046d57165e0c2a35218e3f477428897af94dc55

Observation a79b0e92-adf3-4a91-b838-e82bc785987f · outbound

This paper cites Minimax regret treatment choice with finite samples.

Optimal Targeting in Dynamic Systems Minimax regret treatment choice with finite samples

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.299487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.502283Z digest=sha256:fadf6385d7819d79285e28b4ff4694d9cc90c0553dde4c046570018816def1c3

Observation 4aa475e6-72d7-4c65-8f0b-45a3916b9b08 · outbound

This paper cites Minimax regret treatment choice with covariates or with limited validity of experiments.

Optimal Targeting in Dynamic Systems Minimax regret treatment choice with covariates or with limited validity of experiments

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.290010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.505228Z digest=sha256:fa047897bdff02e14bc98cb34aed398302b506207a0dbbe3e0649a8109509611

Observation 63b29d5c-2ab4-43c5-a521-6f40656fc190 · outbound

This paper cites Treatment Allocation under Uncertain Costs.

Optimal Targeting in Dynamic Systems Treatment Allocation under Uncertain Costs

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.508202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.508202Z digest=sha256:74155747c5eee355a259dbac25a7477f79d20d9e1df3b27c3d1130aadc081f6b

Observation b2568eab-887d-47b7-a0ea-f89716d9a79f · outbound

This paper cites Empirical welfare maximization with constraints.

Optimal Targeting in Dynamic Systems Empirical welfare maximization with constraints

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.511905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.511905Z digest=sha256:40325ce55cc37dd1cc7d6f9c84d7a4d58ac6e746cf477e67267ef105905b3e02

Observation b9777055-f289-41eb-a337-d3165f1c170d · outbound

This paper cites Sutton and Andrew G.

Optimal Targeting in Dynamic Systems Sutton and Andrew G

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.280442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.514590Z digest=sha256:a71254c0542bd3ffa931d074f05a49715d810ad2f3a9da562d29f3668c063316

Observation dca24d25-1bff-41d1-a081-dc41699c6426 · outbound

This paper cites Policy gradient methods for reinforcement learning with function approximation.

Optimal Targeting in Dynamic Systems Policy gradient methods for reinforcement learning with function approximation

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.517651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.517651Z digest=sha256:388aa81ef68fa010d874b8efa01d7100067af546aa3e490a1ffbec645aa0edba

Observation 6cbcf3b9-5c56-4054-a69c-b7bc3f406ec5 · outbound

This paper cites Qini curves for multi-armed treatment rules.

Optimal Targeting in Dynamic Systems Qini curves for multi-armed treatment rules

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.265379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.520550Z digest=sha256:8a057a51820a7443dca9c14118e267813c4175193499a265f5248f23ebef8c30

Observation 4b1b435d-4767-4312-84ea-206786570354 · outbound

This paper cites On causal inference in the presence of interference.

Optimal Targeting in Dynamic Systems On causal inference in the presence of interference

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.256545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.523389Z digest=sha256:257c90e60322292ac4a30c8938317f0c4d37e88328ba172d7866bc0405cdaeb7

Observation b7d78b0b-4911-434e-af5c-2860e14fc349 · outbound

This paper cites Statistical treatment choice based on asymmetric minimax regret criteria.

Optimal Targeting in Dynamic Systems Statistical treatment choice based on asymmetric minimax regret criteria

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.526301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.526301Z digest=sha256:c34b0e139882453857874f284236da9ffd3bc1aa16d4fe06fdceef5576f70854

Observation ef4075c8-9072-4745-8e20-e42f98f59e84 · outbound

This paper cites an unresolved cited work.

Optimal Targeting in Dynamic Systems Unresolved cited work

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.529223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.529223Z digest=sha256:d7a2500118d441520dfa6c82233463ffcdb96fac386f70ab6ef09ea50ad106ff

Observation e57cb646-159f-4127-b1ab-5f4066b0fdc9 · outbound

This paper cites Learning and Value Function Approximation in Complex Decision Processes.

Optimal Targeting in Dynamic Systems Learning and Value Function Approximation in Complex Decision Processes

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.241916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.532212Z digest=sha256:1be2833dc9b47b618b7b7d514ce0a4089b53c914456e26a8e5acb9121f7cf866

Observation ab81da50-a67f-427a-8eb2-3c5a652bb3a2 · outbound

This paper cites Policy targeting under network interference.

Optimal Targeting in Dynamic Systems Policy targeting under network interference

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.233209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.535550Z digest=sha256:499f78f06c69aad9b7abe1b387fb29e7fe0cfd98a78289c9721d1661c21354e4

Observation b14f8a67-f989-412e-a25a-f404e8dbf0e8 · outbound

This paper cites Estimation and inference of heterogeneous treatment effects using random forests.

Optimal Targeting in Dynamic Systems Estimation and inference of heterogeneous treatment effects using random forests

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.538522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.538522Z digest=sha256:08ed92d905c508030d80d75af1728489697dbfe584479bc4c473f3033d5cf3c7

Observation 9fd394ef-8e62-4af0-b61b-d71ef376e72e · outbound

This paper cites Wainwright.

Optimal Targeting in Dynamic Systems Wainwright

Reference 91

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.541671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.541671Z digest=sha256:32d0e793517d71efaad8f58859b3890e6395ece4dc236594881cdf4a698b859c

Observation 57bc5fd8-03e5-4134-b175-f55ab21cfed1 · outbound

This paper cites Exploiting Exogenous Structure for Sample-Efficient Reinforcement Learning.

Optimal Targeting in Dynamic Systems Exploiting Exogenous Structure for Sample-Efficient Reinforcement Learning

Reference 92

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:32:06.710144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.544510Z digest=sha256:7d06988403e88bf3426cb3365027fdd5471fcb58b4de1b4e21eff248aabb68ce

Observation 369d67c1-f3ed-492e-9c61-49275feba40d · outbound

This paper cites Learning optimal personalized treatment rules in consideration of benefit and risk: with an application to treating type 2 diabetes patients with insulin therapies.

Optimal Targeting in Dynamic Systems Learning optimal personalized treatment rules in consideration of benefit and risk: with an application to treating type 2 diabetes patients with insulin therapies

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.211363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.548055Z digest=sha256:b82e421866d51a5f47730ab746ad1a899cbbb6594d208934d51997671c138a0c

Observation e4d99393-2c33-4778-8c05-4f0993e015a0 · outbound

This paper cites Using future information to reduce waiting times in the emergency department via diversion.

Optimal Targeting in Dynamic Systems Using future information to reduce waiting times in the emergency department via diversion

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.202080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.551260Z digest=sha256:dac3f859ea4dd81a48edb4f951b1d2f17189cfefb774eeb61d7d692cfd1c41d3

Observation acf1082e-f85f-4694-b7ab-493e96d71efa · outbound

This paper cites Estimating the optimal individualized treatment rule from a cost-effectiveness perspective.

Optimal Targeting in Dynamic Systems Estimating the optimal individualized treatment rule from a cost-effectiveness perspective

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.192550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.554482Z digest=sha256:0fce7d5c56ecc846a4d4de4a632fc56a3142c449a60876ce653150b4ac22ba7b

Observation b1a323f5-c6f1-46bf-a912-18455096b7de · outbound

This paper cites Evaluating treatment prioritization rules via rank-weighted average treatment effects.

Optimal Targeting in Dynamic Systems Evaluating treatment prioritization rules via rank-weighted average treatment effects

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.182234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.557637Z digest=sha256:487c57558ee34268e809647b191bc75238d0706d6f48fa8133360e2ca0f32281

Observation bc4681c0-677d-400e-93fe-4562a019f801 · outbound

This paper cites Bossarte, Sarah M.

Optimal Targeting in Dynamic Systems Bossarte, Sarah M

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.172964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.560315Z digest=sha256:17af496951f4693e8986d3e6fdb73a73225d6015331dd4a965479a582a7aef5e

Observation 9e3a2fd0-6285-4475-b472-d704aea8eb86 · outbound

This paper cites Estimating treatment effects under recommender interference: A structured neural networks approach.

Optimal Targeting in Dynamic Systems Estimating treatment effects under recommender interference: A structured neural networks approach

Reference 98

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.563160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.563160Z digest=sha256:4084b782978d08f66aa6e4f25bed35dc272f19a8690c56b0556c384a2475fa8f

Observation 5970062a-3774-4c61-ad1c-2a2cf3f2ffa3 · outbound

This paper cites Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions.

Optimal Targeting in Dynamic Systems Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:32:07.164174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:32:06.566122Z digest=sha256:165a8d4fe4fccad86e97e5edd732c3ed199af547e767f6322636eb95c69babb0

Observation 6fbcb2f6-a463-487d-97df-413854f7e5d9 · outbound

This paper cites Individualized Policy Evaluation and Learning under Clustered Network Interference.

Optimal Targeting in Dynamic Systems Individualized Policy Evaluation and Learning under Clustered Network Interference

Reference 100

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:06.569214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:32:06.569214Z digest=sha256:5d00fe2bdc7adca3b03603fb2d9e827400a898aa73c50765e832433e56ae07eb

Pith citing papers

Observation c576cff9-9287-427b-8b31-a944a77b69e6 · inbound

Covariate Adjustment Cannot Hurt: Treatment Effect Estimation under Interference with Low-Order Outcome Interactions cites this paper.

Covariate Adjustment Cannot Hurt: Treatment Effect Estimation under Interference with Low-Order Outcome Interactions Optimal Targeting in Dynamic Systems

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-06-09T03:07:01.491926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-05-18T19:49:07.703701Z digest=sha256:caa73a5e119491d7a8c3e6bba7b538d2e180b1df5b4c20fd93057aaee1042e0c

Observation 0258c5e8-0143-4866-87e9-6a2f3754299b · inbound

Dynamic Treatment on Networks cites this paper.

Dynamic Treatment on Networks Optimal Targeting in Dynamic Systems

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-06-09T03:07:01.491926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-05-08T04:44:39.125232Z digest=sha256:b25a598eb947ee3d5a9d08d1309c37ac0d9a6277dcfecef87b545aae814d93c3