Paper Citation Record · LEDGER

Semismooth Newton Methods for Risk-Averse Markov Decision Processes

As of 14 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 1 inbound Pith citation observation for arXiv:2501.13612.

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

pith.paper-citation-record.v1
2501.13612 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T15:56:31.054353Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:38:50.274813Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T11:38:52.297320Z

Reference resolution

31 of 31 outbound references displayed

verified exact1
verified fuzzy26
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2fe705ea-93e7-45c4-b984-e51077bbbb77 · outbound

This paper cites CVXOPT: Convex Optimization.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes CVXOPT: Convex Optimization

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.507677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation da088299-d5bb-4258-b175-176c970346ca · outbound

This paper cites Coherent measures of risk.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Coherent measures of risk

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T15:56:30.923394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba0ff7c1-c891-41fb-b4ab-006262e0b35a · outbound

This paper cites Dynamic Programming.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Dynamic Programming

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.485293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b423af0b-851a-4705-8f32-e8a2ce3ab7a9 · outbound

This paper cites Bertsekas.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Bertsekas

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.471448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4cc5fcd2-f5c1-49cf-b4d4-9569fc7ecb91 · outbound

This paper cites Markov decision processes with applications to finance.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Markov decision processes with applications to finance

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.457434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c77b182b-5c3d-453a-85b7-7d0215bfcc54 · outbound

This paper cites Risk aversion in finite Markov decision processes using total cost criteria and average value at risk.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Risk aversion in finite Markov decision processes using total cost criteria and average value at risk

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.441822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9a7ad370-7aa4-4fad-b408-40719af98815 · outbound

This paper cites Algorithms for CVaR optimization in MDPs.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Algorithms for CVaR optimization in MDPs

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.427934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2774ff87-690f-4012-8556-965f6bb21d35 · outbound

This paper cites Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-10T15:56:31.111365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 98e909f9-b421-448e-a7b5-746184e48736 · outbound

This paper cites Risk-sensitive and robust decision-making: a CVaR optimization approach.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Risk-sensitive and robust decision-making: a CVaR optimization approach

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.414473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d936518b-e088-40fe-81df-e0ec680c36de · outbound

This paper cites Finite-Dimensional Variational Inequalities and Complementarity Problems, Vol.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Finite-Dimensional Variational Inequalities and Complementarity Problems, Vol

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.400330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f1a3d9c3-6fc9-4d58-93db-a8c2578d4b4b · outbound

This paper cites Finite-Dimensional Variational Inequalities and Complementarity Problems, Vol.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Finite-Dimensional Variational Inequalities and Complementarity Problems, Vol

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.386204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8b56c00c-7e50-4d83-8f6e-bea7ecb1fc31 · outbound

This paper cites Inexact GMRES policy iteration for large-scale Markov decision processes.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Inexact GMRES policy iteration for large-scale Markov decision processes

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.372270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 745de1f6-e1d5-4fcc-bdb8-044570083a83 · outbound

This paper cites madupite: A high-performance distributed solver for large-scale Markov decision processes.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes madupite: A high-performance distributed solver for large-scale Markov decision processes

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.359074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c676e512-b774-456b-b96a-b7f42981839e · outbound

This paper cites Inexact policy iteration methods for large-scale Markov decision processes, 2024.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Inexact policy iteration methods for large-scale Markov decision processes, 2024

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.346497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2fb9b973-7310-4dda-9321-6cd5c86be9ee · outbound

This paper cites Dynamic programming through the lens of semismooth Newton-type methods.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Dynamic programming through the lens of semismooth Newton-type methods

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.333756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 07b0dd6c-8af3-4f10-a98a-880f9121398d · outbound

This paper cites Iterative solution of large sparse systems of equations , volume 95 of Applied Mathematical Sciences.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Iterative solution of large sparse systems of equations , volume 95 of Applied Mathematical Sciences

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.321210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fffcbf14-ac1d-4777-8504-9d5838a726ac · outbound

This paper cites Markov Decision Processes with Their Applications.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Markov Decision Processes with Their Applications

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.306809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5c9e1baa-7f6b-46ef-a35c-78b808250c3d · outbound

This paper cites On the Convergence and Optimality of Policy Gradient for Markov Coherent Risk.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes On the Convergence and Optimality of Policy Gradient for Markov Coherent Risk

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T15:56:30.995772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a876a39-daa1-40d8-949e-96eb9c2bb1a7 · outbound

This paper cites Izmailov and Mikhail V.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Izmailov and Mikhail V

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.292325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8b658fe0-bd26-4576-bff9-19e9bd90077a · outbound

This paper cites Value at risk models in finance.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Value at risk models in finance

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.278562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 61d98cb8-ca81-40a8-9e3d-ae13d325f38b · outbound

This paper cites Tsitsiklis.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Tsitsiklis

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.264202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d3311965-4212-4877-b10b-43cd9b586cfe · outbound

This paper cites an unresolved cited work.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:56:31.249535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 88972da0-f5af-4462-8e37-c4fbce415cf1 · outbound

This paper cites Puterman and Shelby L.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Puterman and Shelby L

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.233951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fe6e4b61-7fe3-4fa6-be3c-012408f43720 · outbound

This paper cites Qi and H.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Qi and H

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.219857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bcd784b4-4cd3-4ef3-a070-87b7416bd4f2 · outbound

This paper cites Lecture 7: Average value-at-risk.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Lecture 7: Average value-at-risk

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.206436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8891c64e-7c9e-4165-972d-390a32908f73 · outbound

This paper cites Tyrrell Rockafellar and Stanislav Uryasev.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Tyrrell Rockafellar and Stanislav Uryasev

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.192034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e70733cc-6d60-4d8f-9758-44ea59cea4ea · outbound

This paper cites Risk-averse dynamic programming for Markov decision processes.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Risk-averse dynamic programming for Markov decision processes

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.177418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0e557866-c63c-41e7-bb24-1889c35c9307 · outbound

This paper cites Iterative methods for sparse linear systems.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Iterative methods for sparse linear systems

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T15:56:31.040177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38e94e9f-42a3-436d-9808-92db0a72ed0f · outbound

This paper cites Value- at-risk vs conditional value-at-risk in risk management and optimization.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Value- at-risk vs conditional value-at-risk in risk management and optimization

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.153984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2679284d-80e9-40ca-9920-f5eaacb438e3 · outbound

This paper cites Markov Decision Processes for Screening and Treatment of Chronic Diseases.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Markov Decision Processes for Screening and Treatment of Chronic Diseases

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.140041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 63db6667-52cd-42aa-9d7a-1291f3fa8c32 · outbound

This paper cites Policy gradient for coherent risk measures.

Semismooth Newton Methods for Risk-Averse Markov Decision Processes Policy gradient for coherent risk measures

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:56:31.126452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation 155bfac2-ce72-48f4-90f1-e1ccb70645b8 · inbound

Inside madupite: Technical Design and Performance cites this paper.

Inside madupite: Technical Design and Performance Semismooth Newton Methods for Risk-Averse Markov Decision Processes

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:38:52.372600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.