Paper Citation Record · LEDGER

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection

As of 8 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2608.02343.

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

pith.paper-citation-record.v1
2608.02343 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:06:06.790458Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

50 of 50 outbound references displayed

verified exact0
verified fuzzy0
unresolved50
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b8093e74-6d0f-4b87-82ab-cf10dffca8f1 · outbound

This paper cites Proceedings of the 33rd International Conference on Neural Information Processing Systems.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Proceedings of the 33rd International Conference on Neural Information Processing Systems

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:00.906824Z

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Observation 7b9ae549-695b-4977-a0cd-6fc75c5940b7 · outbound

This paper cites Deep Reinforcement Learning for Inventory Networks: Toward Reliable Policy Optimization.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Deep Reinforcement Learning for Inventory Networks: Toward Reliable Policy Optimization

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:00.999288Z

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Observation 74e782ff-b9b7-4720-bd78-cb6fb3f852b8 · outbound

This paper cites Proceedings of the 34th International Conference on Machine Learning, volume 70 of PMLR, 136--145.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Proceedings of the 34th International Conference on Machine Learning, volume 70 of PMLR, 136--145

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:01.131019Z

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Observation 8360427c-276c-43a8-9bf5-614f5b28e2f2 · outbound

This paper cites an unresolved cited work.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:01.301219Z

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Observation ba871fa3-8c5f-4f00-b968-8bab59d35760 · outbound

This paper cites Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:01.500555Z

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Observation 368c59cb-88f4-429c-b087-47f1a3afa976 · outbound

This paper cites Journal of Machine Learning Research 21(35):1--69.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Journal of Machine Learning Research 21(35):1--69

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:01.672530Z

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Observation f1ab5c99-6ebe-4b10-8c4d-879a255accbe · outbound

This paper cites INFORMS Journal on Computing 35(6):1308--1328.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection INFORMS Journal on Computing 35(6):1308--1328

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:01.826749Z

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Observation da0a52b8-797b-45f5-b091-584fb38f0797 · outbound

This paper cites an unresolved cited work.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:02.005277Z

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Observation 8df9d9a9-63ff-455b-aaab-96c838f981c3 · outbound

This paper cites Quantitative Finance 19(8):1271--1291.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Quantitative Finance 19(8):1271--1291

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:02.144264Z

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Observation 618de7e7-6855-4488-8e3d-f90a15ec2533 · outbound

This paper cites Differentiable Discrete Event Simulation for Queuing Network Control.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Differentiable Discrete Event Simulation for Queuing Network Control

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:02.246021Z

Source-reported events for the cited work

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Observation cfe30cd5-55a5-4091-ab74-0b1e374b28d4 · outbound

This paper cites Management S cience 6(4):475--490.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Management S cience 6(4):475--490

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:02.381961Z

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Observation 7361252c-e1d7-4a1f-93e1-fcc89df01781 · outbound

This paper cites Safe Exploration in Continuous Action Spaces.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Safe Exploration in Continuous Action Spaces

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:02.518591Z

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Observation 98aa7beb-1bfb-4bb6-b094-33cc033dc44b · outbound

This paper cites de Kok A, Graves S, eds., Design and Analysis of Supply Chains, 597--675, Handbooks in Operations Research and Management Science (North-Holland Publishing Company).

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection de Kok A, Graves S, eds., Design and Analysis of Supply Chains, 597--675, Handbooks in Operations Research and Management Science (North-Holland Publishing Company)

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:02.687242Z

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Observation 5a7928ca-090e-44fa-87cc-47ef8e9cec7d · outbound

This paper cites European Journal of Operational Research 269(3):955--983.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection European Journal of Operational Research 269(3):955--983

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:02.851296Z

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Observation 064d533e-c9a0-4bd4-bde0-01258547ce18 · outbound

This paper cites International Conference on Learning Representations (ICLR).

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection International Conference on Learning Representations (ICLR)

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:02.995154Z

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Observation 2ff4be71-1c0b-4d2c-8600-313f7092b230 · outbound

This paper cites Journal of Process Control 116:80--92.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Journal of Process Control 116:80--92

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:03.105546Z

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Observation 245a7c15-5c15-4cd3-97e0-1cf48a254ff0 · outbound

This paper cites Neural Coordination and Capacity Control for Inventory Management.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Neural Coordination and Capacity Control for Inventory Management

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:03.200845Z

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Observation 488db0e9-8ebf-4f1a-b1c0-cab6995de980 · outbound

This paper cites Management Science 68(1):9--26.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Management Science 68(1):9--26

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:03.321617Z

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Observation f97c01ad-37ea-408c-a8aa-1e1f88d70298 · outbound

This paper cites International Journal of Production Economics 288:109687.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection International Journal of Production Economics 288:109687

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:03.496258Z

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Observation 4491711e-6c56-4afe-bfac-033b9d0022b8 · outbound

This paper cites Manufacturing & Service Operations Management 24(3):1349--1368.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Manufacturing & Service Operations Management 24(3):1349--1368

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:03.574655Z

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Observation 17b6c8de-1848-45b6-aaf3-98d21975140e · outbound

This paper cites Cohen MC, Dai T, eds., AI in Supply Chains: Perspectives from Global Thought Leaders, 137--148 (Cham: Springer Nature Switzerland).

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Cohen MC, Dai T, eds., AI in Supply Chains: Perspectives from Global Thought Leaders, 137--148 (Cham: Springer Nature Switzerland)

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:03.627795Z

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Observation a5bdff91-2026-4d3e-a700-c9692fd8d524 · outbound

This paper cites Management Science 41(2):263--281.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Management Science 41(2):263--281

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:03.711490Z

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Observation 6c7f1c94-73ff-4a25-8b95-67dbbe98fb26 · outbound

This paper cites an unresolved cited work.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:03.764917Z

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Observation 5a23e01a-19cc-4c39-b71d-69c7f7a468a6 · outbound

This paper cites Manufacturing & Service Operations Management 27(2):369--388.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Manufacturing & Service Operations Management 27(2):369--388

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:03.847874Z

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Observation 760a8874-caea-42f0-881a-478bb23eee32 · outbound

This paper cites The 39th Annual Conference on Neural Information Processing Systems.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection The 39th Annual Conference on Neural Information Processing Systems

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:03.904194Z

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Observation 918a6a1f-0497-4161-a747-1aa5c764dbe9 · outbound

This paper cites Manufacturing & Service Operations Management 18(4):570--584.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Manufacturing & Service Operations Management 18(4):570--584

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:04.019341Z

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Observation 438a9ca0-a7d1-458b-9a8b-010b5453e131 · outbound

This paper cites Management Science 33(3):409--418.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Management Science 33(3):409--418

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:04.136276Z

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Observation 29d978da-3822-4b27-a98d-56230fcad42a · outbound

This paper cites International Journal of Production Economics 267:109088.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection International Journal of Production Economics 267:109088

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:04.283956Z

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Observation a8479532-2549-4d50-a27d-d0e5cccfde29 · outbound

This paper cites International Conference on Learning Representations (ICLR).

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection International Conference on Learning Representations (ICLR)

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:04.428140Z

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Observation 2ff09da0-e64e-4563-97e6-d98726f7f2bd · outbound

This paper cites arXiv preprint arXiv:2507.14446.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection arXiv preprint arXiv:2507.14446

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:04.611363Z

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Observation b358478a-4bc7-49ef-b8ca-d495a9f5bfc9 · outbound

This paper cites human buyers: A study of alibaba’s inventory replenishment system.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection human buyers: A study of alibaba’s inventory replenishment system

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:04.743006Z

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Observation 36287bc7-9bde-43cf-b43e-d2a1884e3b00 · outbound

This paper cites Deep Inventory Management.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Deep Inventory Management

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:04.860504Z

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Observation 935e3e0d-ad56-431c-8023-99d00e37a8d6 · outbound

This paper cites European Journal of Operational Research 329(2):447--459.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection European Journal of Operational Research 329(2):447--459

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:04.940779Z

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Observation 6780085a-a9a1-4edd-b6ba-4b071b67207b · outbound

This paper cites Journal of Artificial Intelligence Research 80:1623--1701.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Journal of Artificial Intelligence Research 80:1623--1701

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:05.115835Z

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Observation 8a81e1aa-e891-4e63-bca5-556cdb1c0fef · outbound

This paper cites an unresolved cited work.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:05.200735Z

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Observation f9b2c0b7-508b-44f7-a7c4-3d34c8a9cde8 · outbound

This paper cites Manufacturing & Service Operations Management 24(1):285--304.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Manufacturing & Service Operations Management 24(1):285--304

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:05.322042Z

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Observation cb1c7f85-0684-42c1-b774-0bc97b08a49d · outbound

This paper cites Proceedings of the 33rd International Conference on Neural Information Processing Systems.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Proceedings of the 33rd International Conference on Neural Information Processing Systems

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:05.433238Z

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Observation 84d05e5e-08c6-45d5-80ca-0dfe11d9e9f3 · outbound

This paper cites Proceedings of the 38th International Conference on Machine Learning, volume 139 of PMLR, 8443--8453.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Proceedings of the 38th International Conference on Machine Learning, volume 139 of PMLR, 8443--8453

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:05.521922Z

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Observation 2df7b164-9f8e-4011-81e4-d070dc38a045 · outbound

This paper cites Management Science 69(2):759--773.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Management Science 69(2):759--773

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:05.602698Z

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Observation 0cecd931-0a13-4861-871b-943b56c91d73 · outbound

This paper cites Manufacturing & Service Operations Management 22(1):36--46.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Manufacturing & Service Operations Management 22(1):36--46

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:05.671995Z

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Observation 16c8c730-e0ac-4f5a-b320-2d2ce140e72e · outbound

This paper cites an unresolved cited work.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:05.800510Z

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Observation ec4f15dc-fe83-403e-a651-5889f51af42f · outbound

This paper cites Management Science 42(5):738--757.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Management Science 42(5):738--757

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:05.884488Z

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Observation a46962c5-00d4-4782-8dc2-cc8f7fb724b3 · outbound

This paper cites Production and Operations Management 30(2):475--493.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Production and Operations Management 30(2):475--493

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:05.943396Z

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Observation 266be7d7-90fe-42df-9ea2-977077bd0a73 · outbound

This paper cites International Journal of Production Economics 49(2):157--174.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection International Journal of Production Economics 49(2):157--174

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:06.085800Z

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Observation 6827334c-c1e0-40c1-b57e-71501172e136 · outbound

This paper cites https://www.isir2025.com/research-challenge/information.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection https://www.isir2025.com/research-challenge/information

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:06.203233Z

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Observation 345d96ba-cfae-4809-b82f-f1ce96a941e3 · outbound

This paper cites SSRN 4843271.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection SSRN 4843271

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:06.276267Z

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Observation 7b4e8a57-bf14-400c-bb04-1ee947e78d83 · outbound

This paper cites an unresolved cited work.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:06.419669Z

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Observation f164f165-6825-45d3-9ee6-b65b1b0508a9 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence 33(01):1658--1665.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Proceedings of the AAAI Conference on Artificial Intelligence 33(01):1658--1665

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:06.534255Z

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Observation e54715b7-65f6-4aff-a657-3fdb7569bd79 · outbound

This paper cites Machine Learning 8(3-4):229--256.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection Machine Learning 8(3-4):229--256

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:06.672185Z

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Observation 78a640fa-33e0-45e1-a870-48c90874956f · outbound

This paper cites arXiv preprint arXiv:2603.19621.

Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection arXiv preprint arXiv:2603.19621

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-04T09:06:06.790458Z

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Pith citing papers

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