Paper Citation Record · LEDGER

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case

As of 16 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:1908.01613.

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pith.paper-citation-record.v1
1908.01613 v2

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measured 38 of 38 reference resolution

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Source: paper_references, paper_reference_links, observed 2026-08-14T15:13:44.248228Z

measured 38 of 38 standing notices

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Pith citing papers itemized under the disclosed page cap.

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Reference resolution

38 of 38 outbound references displayed

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Outbound references

Observation d666d4ba-8c97-49a8-8125-0158871d3f18 · outbound

This paper cites Mean ﬁeld games: numerical methods for the planning problem.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Mean ﬁeld games: numerical methods for the planning problem

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.839327Z

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Observation aeddc9e7-090b-4362-b8a6-b8053b142171 · outbound

This paper cites Mean ﬁeld games: numerical methods.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Mean ﬁeld games: numerical methods

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.825607Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9c97fba4-6eb2-4637-a9f2-000b87e1fcd7 · outbound

This paper cites Mean ﬁeld games for modeling crowd motion.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Mean ﬁeld games for modeling crowd motion

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.813909Z

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Observation f29d965d-f659-480d-898e-4dcd4b7de503 · outbound

This paper cites On the system of partial diﬀerential equations arising in mean ﬁeld type control.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case On the system of partial diﬀerential equations arising in mean ﬁeld type control

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.802105Z

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Observation a0213b1a-f7c6-4bf3-8de7-e25cce7b6e9f · outbound

This paper cites Mean Field Type Control with Congestion (II): An augmented Lagrangian method.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Mean Field Type Control with Congestion (II): An augmented Lagrangian method

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.789233Z

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Observation 3c33b5ce-de5b-4591-a2de-b1b1290ab829 · outbound

This paper cites Two numerical approaches to stationary mean-ﬁeld games.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Two numerical approaches to stationary mean-ﬁeld games

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.773074Z

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This paper cites Graves, Houzhi Li, Jean-Fran¸ cois Chassagneux, Fran¸ cois Delarue, and Ren´ e Carmona.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Graves, Houzhi Li, Jean-Fran¸ cois Chassagneux, Fran¸ cois Delarue, and Ren´ e Carmona

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.751055Z

Source-reported events for the cited work

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Observation 2a3e90bc-7029-442b-a13b-9a32f5e14e89 · outbound

This paper cites A class of ﬁnite-dimensional numerically solvable McKean-Vlasov control problems.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case A class of ﬁnite-dimensional numerically solvable McKean-Vlasov control problems

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.735221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9be4a10d-c02f-4b41-8227-02c0db134f09 · outbound

This paper cites Mean ﬁeld games and mean ﬁeld type control theory.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Mean ﬁeld games and mean ﬁeld type control theory

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.721384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 800591f3-1ea7-4cc7-9141-afcb07c71af4 · outbound

This paper cites A stochastic particle method for the McKean-Vlasov and the Burgers equation.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case A stochastic particle method for the McKean-Vlasov and the Burgers equation

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.706838Z

Source-reported events for the cited work

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Observation 7d6faeef-3763-4c7b-85c5-f855efb5f1d7 · outbound

This paper cites Curtis, and Jorge Nocedal.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Curtis, and Jorge Nocedal

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.693055Z

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Observation 56402160-55db-448f-a05c-891e18005f9f · outbound

This paper cites Brice˜ no Arias, Dante Kalise, Ziad Kobeissi, Mathieu Lauri` ere, ´Alvaro Mateos Gonz´ alez, and Francisco J.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Brice˜ no Arias, Dante Kalise, Ziad Kobeissi, Mathieu Lauri` ere, ´Alvaro Mateos Gonz´ alez, and Francisco J

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.680337Z

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Observation de0dd703-def0-48d4-8714-6110c86246aa · outbound

This paper cites Brice˜ no Arias, Dante Kalise, and Francisco J.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Brice˜ no Arias, Dante Kalise, and Francisco J

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.667244Z

Source-reported events for the cited work

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Observation ef9494c8-cd5a-4a7b-8300-c3a6d9b8bb7c · outbound

This paper cites An ergodic problem for mean ﬁeld games: qualitative properties and numerical simulations.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case An ergodic problem for mean ﬁeld games: qualitative properties and numerical simulations

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.654788Z

Source-reported events for the cited work

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Observation 10e77080-ea99-4f00-9c32-634e860039c8 · outbound

This paper cites Cardaliaguet, F.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Cardaliaguet, F

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.642233Z

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Observation 800c18cc-9195-40d7-bc1d-7bac20ca8a55 · outbound

This paper cites Notes on mean ﬁeld games.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Notes on mean ﬁeld games

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.627838Z

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Observation 0baaa883-068a-4c20-b252-257831afa27d · outbound

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Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:13:44.610991Z

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Observation 15833e96-0048-49ea-8162-6423ef8b1bb7 · outbound

This paper cites I , volume 83 of Probability Theory and Stochastic Modelling.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case I , volume 83 of Probability Theory and Stochastic Modelling

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.596091Z

Source-reported events for the cited work

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Observation 1b5bde00-8efc-40a1-9bc7-5a52122045a8 · outbound

This paper cites II , volume 84 of Probability Theory and Stochastic Modelling.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case II , volume 84 of Probability Theory and Stochastic Modelling

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.580626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation edd76b1d-f40b-4828-9d8b-7805030c6a25 · outbound

This paper cites Mean ﬁeld games and systemic risk.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Mean ﬁeld games and systemic risk

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.567049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 49bfa539-01ba-498e-8d59-d92d129884bb · outbound

This paper cites Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: I -- The Ergodic Case.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: I -- The Ergodic Case

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-14T15:13:44.347917Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e04c567c-a382-418e-8085-73b5a8249e7d · outbound

This paper cites A Probabilistic approach to classical solutions of the master equation for large population equilibria.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case A Probabilistic approach to classical solutions of the master equation for large population equilibria

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-14T15:13:44.330440Z

Source-reported events for the cited work

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Observation 9ad30a92-4ff5-45b8-b445-38b338e389c4 · outbound

This paper cites Numerical method for FBSDEs of McKean-Vlasov type.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Numerical method for FBSDEs of McKean-Vlasov type

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.550196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ef759f97-2721-45e2-8d60-ed84b4ed4efb · outbound

This paper cites Dynamic programming approach to principal-agent problems.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Dynamic programming approach to principal-agent problems

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.531846Z

Source-reported events for the cited work

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Observation f64dbd0a-84c3-4616-87cd-034e70e91f56 · outbound

This paper cites Springer Finance.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Springer Finance

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.507544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d0aa1a3d-f687-4856-a8b8-3b9f8c8e2926 · outbound

This paper cites Deep learning-based numerical methods for high-dimensional parabolic partial diﬀerential equations and backward stochastic diﬀerential equations.Commun.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Deep learning-based numerical methods for high-dimensional parabolic partial diﬀerential equations and backward stochastic diﬀerential equations.Commun

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.489989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 768ac088-ae1a-45d1-ba7b-2c0cd102d834 · outbound

This paper cites Deep Learning Methods for Mean Field Control Problems with Delay.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Deep Learning Methods for Mean Field Control Problems with Delay

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-14T15:13:44.314388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8377b460-bbe6-4158-97c2-4faa185f16b6 · outbound

This paper cites Sensitivity analysis using Itˆ o-Malliavin calculus and martingales, and application to stochastic optimal control.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Sensitivity analysis using Itˆ o-Malliavin calculus and martingales, and application to stochastic optimal control

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.477959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 623768f4-bbc2-4ca0-8342-304dcf7ede5f · outbound

This paper cites Deep Learning Approximation for Stochastic Control Problems.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Deep Learning Approximation for Stochastic Control Problems

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-14T15:13:44.207986Z

Source-reported events for the cited work

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Observation ac67194f-a6d6-4538-85c6-a1fe37959e4d · outbound

This paper cites Convergence of the deep bsde method for coupled fbsdes.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Convergence of the deep bsde method for coupled fbsdes

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.465355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b557a46c-d2d4-44aa-a1c2-be44a6687350 · outbound

This paper cites Relationship between backward stochastic diﬀerential equations and stochastic controls: a linear-quadratic approach.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Relationship between backward stochastic diﬀerential equations and stochastic controls: a linear-quadratic approach

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.453851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ed54851f-d76e-4861-bd70-7822d1895de9 · outbound

This paper cites Mean ﬁeld games.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Mean ﬁeld games

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.443275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d1e14910-3858-4136-b769-d9bac636fb31 · outbound

This paper cites Dynamic programming for mean-ﬁeld type control.J.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Dynamic programming for mean-ﬁeld type control.J

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.431900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 31827bb2-9e0f-4c00-9980-7c9e13cef700 · outbound

This paper cites Mhaskar and Charles A.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Mhaskar and Charles A

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.420149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b3bfc374-e674-4a7a-af3a-28643b5ec2bc · outbound

This paper cites Numerical methods for mean-ﬁeld type optimal control problems.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Numerical methods for mean-ﬁeld type optimal control problems

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.407420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9000f7d1-a241-48b8-b6bd-cbdb4369567c · outbound

This paper cites Malham´ e, and J´ erˆ ome Le Ny.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Malham´ e, and J´ erˆ ome Le Ny

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.393226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cb5c4029-fc5b-4f6e-ac59-26b6a6aa9573 · outbound

This paper cites an unresolved cited work.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:13:44.379128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 88498614-68bb-4e7a-88da-c5268800449d · outbound

This paper cites Topics in propagation of chaos.

Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II -- The Finite Horizon Case Topics in propagation of chaos

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:13:44.363867Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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