Paper Citation Record · LEDGER

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation

As of 21 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2504.20887.

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

pith.paper-citation-record.v1
2504.20887 v2

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:24:51.822886Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T05:00:42.106290Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

verified exact0
verified fuzzy19
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7fbd467b-7cc3-4d36-b8c7-171c03715c7e · outbound

This paper cites write newline.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation write newline

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c93b054f-e52b-49f7-b71d-be1852cc8eb5 · outbound

This paper cites Entropic value-at-risk: A new coherent risk measure.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Entropic value-at-risk: A new coherent risk measure

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:24:52.256237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1b13c10c-5166-4dd1-a500-14b8c8a98d5c · outbound

This paper cites Coherent measures of risk.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Coherent measures of risk

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:24:52.245978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 534dfed5-9f78-4013-8612-7498e2625df5 · outbound

This paper cites and Ott, J.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation and Ott, J

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:24:52.235758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3d411935-5ef4-47bb-abd3-b21ee96ae61b · outbound

This paper cites G., Dabney, W., and Munos, R.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation G., Dabney, W., and Munos, R

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:24:52.224895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 36cd2613-7316-4256-8d87-71d7f8620e74 · outbound

This paper cites OpenAI Gym.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation OpenAI Gym

Reference 6

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Source-reported events for the cited work

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Observation 001b0b41-e592-42ee-9920-a4f4f0a5829c · outbound

This paper cites Risk-constrained reinforcement learning with percentile risk criteria.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Risk-constrained reinforcement learning with percentile risk criteria

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T05:24:51.709484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eb44e88-ba54-4cf0-9341-900c0b4bd962 · outbound

This paper cites Implicit quantile networks for distributional reinforcement learning.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Implicit quantile networks for distributional reinforcement learning

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:24:52.208327Z

Source-reported events for the cited work

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Observation ef75e414-19e6-4d21-b557-dbb2109a11e8 · outbound

This paper cites A., Krass, D., and Ross, K.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation A., Krass, D., and Ross, K

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:24:52.198590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 096752ef-d711-45f0-89e0-7949217b2328 · outbound

This paper cites Efficient risk-averse reinforcement learning.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Efficient risk-averse reinforcement learning

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:24:52.187298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5f691eff-8ab2-4dd1-a104-588dbecf0747 · outbound

This paper cites Contextual Markov Decision Processes.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Contextual Markov Decision Processes

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T05:24:51.723782Z

Source-reported events for the cited work

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Observation c1f27cc6-d9e4-4585-949e-87187563aecf · outbound

This paper cites Being optimistic to be conservative: Quickly learning a cvar policy.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Being optimistic to be conservative: Quickly learning a cvar policy

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T05:24:51.728072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 225754bb-9d06-4566-b10f-98070d457f42 · outbound

This paper cites and Min, S.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation and Min, S

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:24:52.175018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d9029d2f-6c68-4c0e-890d-a9b4825b0716 · outbound

This paper cites and Ghavamzadeh, M.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation and Ghavamzadeh, M

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:24:52.164267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4909ab9b-f809-4198-8c88-7533f4cd14eb · outbound

This paper cites an unresolved cited work.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Unresolved cited work

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dd044ddb-b837-4444-ba6f-46d27b4f765d · outbound

This paper cites An alternative to variance: Gini deviation for risk-averse policy gradient.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation An alternative to variance: Gini deviation for risk-averse policy gradient

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:24:52.142878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a775af44-f3f0-47f6-9feb-c374b7beb1a9 · outbound

This paper cites A simple mixture policy parameterization for improving sample efficiency of cvar optimization.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation A simple mixture policy parameterization for improving sample efficiency of cvar optimization

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:24:52.131793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 599c907c-27fd-44bd-8c44-e964fe44ad02 · outbound

This paper cites DSAC: Distributional Soft Actor-Critic for Risk-Sensitive Reinforcement Learning.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation DSAC: Distributional Soft Actor-Critic for Risk-Sensitive Reinforcement Learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T05:24:51.750051Z

Source-reported events for the cited work

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Observation 9712860f-e0bb-4165-aa1c-3e16c638f894 · outbound

This paper cites Risk averse robust adversarial reinforcement learning.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Risk averse robust adversarial reinforcement learning

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:24:52.120848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3303bbc5-905c-44ad-8210-25fcb97369cb · outbound

This paper cites Robust adversarial reinforcement learning.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Robust adversarial reinforcement learning

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:24:52.110374Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c5fc1ffc-929b-4b45-b5bd-8959c6f0c675 · outbound

This paper cites and Ghavamzadeh, M.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation and Ghavamzadeh, M

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:24:52.098851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7d701ba4-646c-4c66-a2ad-ce14249f14f1 · outbound

This paper cites Risk-averse bayes-adaptive reinforcement learning.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Risk-averse bayes-adaptive reinforcement learning

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:24:52.087717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 04b1bb58-f80b-4f32-9a7e-4b1188b7decf · outbound

This paper cites T., Uryasev, S., et al.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation T., Uryasev, S., et al

Reference 23

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Source-reported events for the cited work

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Observation a3a30c3d-c60c-4ecd-9b37-0266d053624b · outbound

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Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Risk-averse dynamic programming for markov decision processes

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T05:24:51.772344Z

Source-reported events for the cited work

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Observation d9176156-48a1-4f6d-94e9-75c5638d2820 · outbound

This paper cites Td algorithm for the variance of return and mean-variance reinforcement learning.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Td algorithm for the variance of return and mean-variance reinforcement learning

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:24:52.064073Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f100aa98-1d27-47bf-83e6-ece8e05748a0 · outbound

This paper cites Learning risk-aware quadrupedal locomotion using distributional reinforcement learning.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Learning risk-aware quadrupedal locomotion using distributional reinforcement learning

Reference 26

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Source-reported events for the cited work

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Observation a33fdc01-e9cc-4a60-bb13-25689409e5ee · outbound

This paper cites Proximal policy optimization algorithms, 2017.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Proximal policy optimization algorithms, 2017

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T05:24:51.784208Z

Source-reported events for the cited work

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Observation a1eeef5a-2ce1-4030-8aaf-708b437d5703 · outbound

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Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Unresolved cited work

Reference 28

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Responsive safety in reinforcement learning by pid lagrangian methods

Reference 29

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Observation fea598fa-a8d1-4774-be37-2c3cdb39491e · outbound

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Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Unresolved cited work

Reference 30

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Source-reported events for the cited work

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Observation 7d484be4-8971-4cfa-b5f6-ef2963eca8ea · outbound

This paper cites Optimizing the cvar via sampling.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Optimizing the cvar via sampling

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:24:52.023700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5d4c26ee-aaef-499a-9115-6b59d715d2b5 · outbound

This paper cites Worst Cases Policy Gradients.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Worst Cases Policy Gradients

Reference 32

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Source-reported events for the cited work

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This paper cites Gymnasium: A Standard Interface for Reinforcement Learning Environments.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Gymnasium: A Standard Interface for Reinforcement Learning Environments

Reference 33

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Observation cf327413-a44a-4ee4-9938-e4befbed8c43 · outbound

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Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Unresolved cited work

Reference 34

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Observation 9c4a3620-2e61-44a5-ab2c-4a4332aa8ba2 · outbound

This paper cites Risk-aware reward shaping of reinforcement learning agents for autonomous driving.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Risk-aware reward shaping of reinforcement learning agents for autonomous driving

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:24:52.001336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bbe21a40-01b8-4e58-bba6-008f881fadaa · outbound

This paper cites Off-Policy Primal-Dual Safe Reinforcement Learning.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation Off-Policy Primal-Dual Safe Reinforcement Learning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T05:24:51.818977Z

Source-reported events for the cited work

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Observation 250cdd10-2b4a-4d87-87fd-d34c3fdfe57e · outbound

This paper cites D., Tindemans, S.

Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation D., Tindemans, S

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:24:51.988906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation 729129bc-3353-48b3-833d-1f61bc861859 · inbound

Reward Redistribution for CVaR MDPs using a Bellman Operator on L-infinity cites this paper.

Reward Redistribution for CVaR MDPs using a Bellman Operator on L-infinity Return Capping: Sample-Efficient CVaR Policy Gradient Optimisation

Reference 27

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Source-reported events for the cited work

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