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Paper Citation Record · LEDGER

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems

As of 21 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2411.14117.

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

pith.paper-citation-record.v1
2411.14117 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:35:45.216969Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

57 of 57 outbound references displayed

  • verified exact5
  • verified fuzzy18
  • unresolved33
  • parse uncertain0
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External citation measurements

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Outbound references

Observation 8c03c2f1-3955-4a42-bb79-2017de7fbb0e · outbound

This paper cites an unresolved cited work.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Unresolved cited work

Reference 1

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Observation 269ac6e4-6165-43f1-aeb8-afd36f297efe · outbound

This paper cites Benchmarking Model-Based Reinforcement Learning.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Benchmarking Model-Based Reinforcement Learning

Reference 2

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Observation f3aef3f4-6a10-4691-89b6-3d9cdf795567 · outbound

This paper cites an unresolved cited work.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Unresolved cited work

Reference 3

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Observation 3ab944f9-6c9e-460a-a8c4-d0f3b13af426 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Proximal Policy Optimization Algorithms

Reference 4

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Observation 6fb764a1-469d-4907-a2f4-d29679e71365 · outbound

This paper cites an unresolved cited work.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Unresolved cited work

Reference 5

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Observation e131744a-38b5-4932-8178-37e7e972ae9e · outbound

This paper cites an unresolved cited work.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Unresolved cited work

Reference 6

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Observation bafc96b3-882d-48d0-be22-3ff938456992 · outbound

This paper cites Playing Atari with Deep Reinforcement Learning.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Playing Atari with Deep Reinforcement Learning

Reference 7

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Observation f043b2a2-a197-4e44-890a-2a7bb122a263 · outbound

This paper cites Haarnoja, A.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Haarnoja, A

Reference 8

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Observation 93f0eda1-99d7-42e3-9b63-7af122204aea · outbound

This paper cites Continuous control with deep reinforcement learning.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Continuous control with deep reinforcement learning

Reference 9

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Observation 731561b1-41cb-4c8d-a126-05d6acc60d60 · outbound

This paper cites an unresolved cited work.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Unresolved cited work

Reference 10

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Observation 96be4f45-61f8-40b3-a26b-410dbfc1f1d0 · outbound

This paper cites Nagabandi, G.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Nagabandi, G

Reference 11

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Observation 3adf0fcf-377e-4daf-90b1-24af6a87ef40 · outbound

This paper cites Exploration by Random Network Distillation.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Exploration by Random Network Distillation

Reference 12

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Observation 899e97a0-3a40-4929-aae6-86dbe05be88b · outbound

This paper cites Pathak, P.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Pathak, P

Reference 13

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Observation d65da31d-fe8e-4f11-b5fe-84737a3f3c1f · outbound

This paper cites Ecoffet, J.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Ecoffet, J

Reference 14

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Observation c338e191-d828-4787-af7d-8d646381f06a · outbound

This paper cites Solving Compositional Reinforcement Learning Problems via Task Reduction.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Solving Compositional Reinforcement Learning Problems via Task Reduction

Reference 15

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Observation 4f2e967f-cbd3-4eb3-8a76-bc4fc5ac8653 · outbound

This paper cites an unresolved cited work.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Unresolved cited work

Reference 16

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Observation 8ca60b06-7182-43ac-bd3d-b992b624e733 · outbound

This paper cites an unresolved cited work.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Unresolved cited work

Reference 17

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Observation ae311b89-b37f-4630-b7e5-cde6f3c8f616 · outbound

This paper cites Bengio, O.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Bengio, O

Reference 18

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Observation c89dde70-772d-49fb-9743-eba132b8e259 · outbound

This paper cites an unresolved cited work.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Unresolved cited work

Reference 19

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Observation 2cc4c5cf-a95b-4905-bba8-5b637c7f88a3 · outbound

This paper cites Arora, P.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Arora, P

Reference 20

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Observation c4831cbe-9330-4f15-9d4f-daa58c02f845 · outbound

This paper cites Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

Reference 21

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Observation 812b6d2e-788e-4a73-9deb-d202bd578e94 · outbound

This paper cites Diffusion Policy: Visuomotor Policy Learning via Action Diffusion.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Diffusion Policy: Visuomotor Policy Learning via Action Diffusion

Reference 22

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Observation f9041b35-fe36-4577-a0a7-77816c98da68 · outbound

This paper cites Reverse Forward Curriculum Learning for Extreme Sample and Demonstration Efficiency in Reinforcement Learning.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Reverse Forward Curriculum Learning for Extreme Sample and Demonstration Efficiency in Reinforcement Learning

Reference 23

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Observation 818814a3-9b32-4c71-be15-00875c91e26b · outbound

This paper cites Bellemare, S.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Bellemare, S

Reference 24

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Observation 81f6577c-2e32-4fa2-a14f-763a745c7f9e · outbound

This paper cites Dorigo, M.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Dorigo, M

Reference 25

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Observation d0c38087-da04-458a-82ca-29ec07182890 · outbound

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Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Unresolved cited work

Reference 26

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Observation 4b334c15-c2de-4cde-96cf-d0ed9e6ca2d1 · outbound

This paper cites Reinforcement Learning with Unsupervised Auxiliary Tasks.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Reinforcement Learning with Unsupervised Auxiliary Tasks

Reference 27

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Observation 73f7cebe-834c-40db-8fea-5ad3d08731cc · outbound

This paper cites URLB: Unsupervised Reinforcement Learning Benchmark.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems URLB: Unsupervised Reinforcement Learning Benchmark

Reference 28

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Observation 3cea27d8-29d7-44a2-9e76-9c735d988da8 · outbound

This paper cites Hazan, S.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Hazan, S

Reference 29

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Observation 1e96a738-59cd-45e2-8bc9-c4cae87786cf · outbound

This paper cites Andrychowicz, F.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Andrychowicz, F

Reference 30

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Observation 8e3e9767-5167-4fc3-9e19-162572bb7a52 · outbound

This paper cites Nachum, S.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Nachum, S

Reference 31

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Observation 5e77f476-0863-4ac3-8e15-84e7f838c3e0 · outbound

This paper cites Lakshminarayanan, A.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Lakshminarayanan, A

Reference 32

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Observation 227a36f7-dd76-47be-9473-b94f42c97fd7 · outbound

This paper cites Dimakopoulou, B.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Dimakopoulou, B

Reference 33

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Observation b3a435ea-c3ae-4a2b-a07c-62c944574662 · outbound

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Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Unresolved cited work

Reference 34

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Observation ff2d13f0-35f3-408e-8ba4-981e937334ee · outbound

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Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Unresolved cited work

Reference 35

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Observation 126591c7-f003-406e-a959-1cecb20cf072 · outbound

This paper cites Bahamid, A.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Bahamid, A

Reference 36

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Observation 61a37186-a39c-4291-b0f9-c0437ea88270 · outbound

This paper cites Kuindersma, R.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Kuindersma, R

Reference 37

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Observation d48c30cf-93be-4c67-9b7f-8c95c882bd28 · outbound

This paper cites Learning to Walk via Deep Reinforcement Learning.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Learning to Walk via Deep Reinforcement Learning

Reference 38

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no resolver link, observed 2026-08-12T15:35:45.137994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:35:45.137994Z digest=sha256:162d3e3bb83e617658b85b1b5fe3457be81a2a995eee076edb9b141ff95125cf

Observation fa0e5d3a-bf8e-40b1-befb-787cb2f5abb9 · outbound

This paper cites an unresolved cited work.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Unresolved cited work

Reference 39

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raw_fallback, observed 2026-08-12T15:35:45.704811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T15:35:45.142190Z digest=sha256:620bf7d40b4d52deeb05124ecd4cacd6488c8a5c3287aac14d4c88788366e136

Observation cfe11ae1-9ca8-4d5b-9555-e0f04a428668 · outbound

This paper cites an unresolved cited work.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Unresolved cited work

Reference 40

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unresolved
raw_fallback, observed 2026-08-12T15:35:45.690506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T15:35:45.146009Z digest=sha256:13c3b83bd47f9713db762521882c4b38b79c054a8519a2be881eadd105d518af

Observation 32d9f9f5-45d2-4254-a2e2-59ff5548f673 · outbound

This paper cites Frenkel, B.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Frenkel, B

Reference 41

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verified fuzzy
raw_fallback, observed 2026-08-12T15:35:45.675332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T15:35:45.149903Z digest=sha256:85a7841bc70137bdae4fd63725dd9eb8794c1dce5ccb5b078ed81519a9ab8f8f

Observation 9c7da0f9-0fae-4a53-9827-b2d697117396 · outbound

This paper cites an unresolved cited work.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Unresolved cited work

Reference 42

Resolution
verified exact
doi, observed 2026-08-12T15:35:45.282276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T15:35:45.153846Z digest=sha256:e601a3184f3808b96c061bf5385be19da7f48a0188911b9f652b30a71647b46f

Observation 001300a0-ef10-462f-9fe6-376e038fcda8 · outbound

This paper cites an unresolved cited work.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Unresolved cited work

Reference 43

Resolution
verified exact
doi, observed 2026-08-12T15:35:45.267563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T15:35:45.157841Z digest=sha256:8bcd110165b471f566e9cc29ca61f33c531855adba24109be3eeacad58c9d6f7

Observation 3eea8772-fede-4fd3-92ef-5c79bb6b89e3 · outbound

This paper cites an unresolved cited work.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Unresolved cited work

Reference 44

Resolution
verified exact
doi, observed 2026-08-12T15:35:45.253645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T15:35:45.162527Z digest=sha256:d2247683efc0661b66c9b43579811dc9864c55c6b7dfaadfd9c78e2970845ed6

Observation 4cd611dd-c0f8-4de6-a071-fcf49242d54a · outbound

This paper cites an unresolved cited work.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:35:45.660996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T15:35:45.166713Z digest=sha256:024e2b4e9bb37252bee67412582f1bb56a3c389a4b23053765d071cec52f8ccc

Observation 8976d82d-876c-463d-b1a5-9ebb31dc8929 · outbound

This paper cites Ahmed, N.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Ahmed, N

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:35:45.647250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T15:35:45.170795Z digest=sha256:6c39061ec56582fb965b1cc2800f2bd3046705ff43797e333edae2fb7638209d

Observation 76a9b212-5da9-488b-b66d-2a58f19a891b · outbound

This paper cites an unresolved cited work.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:35:45.633417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T15:35:45.174928Z digest=sha256:e741af2d52c6c4c30ffedba40681a0eb2344ef90c5be92105c79baed5478978b

Observation 39b8f27f-8535-4e4e-bb3a-83c3411630fb · outbound

This paper cites Agarwal, N.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Agarwal, N

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:35:45.618821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T15:35:45.179016Z digest=sha256:22278881e54b5cb4ada7cc6ef9c76107f4739743e28b7b07efd3c6da099a6b0f

Observation a8050567-252e-4442-8398-b30f69c3d6d6 · outbound

This paper cites an unresolved cited work.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Unresolved cited work

Reference 49

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no resolver link, observed 2026-08-12T15:35:45.183426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:35:45.183426Z digest=sha256:4d30e76a7f8738020101505c7493f5ae7f01d821483319ead74a0c5998897b14

Observation b657c16e-51ce-4f24-99ad-d3be952b023a · outbound

This paper cites Ekroot, T.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Ekroot, T

Reference 50

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verified fuzzy
raw_fallback, observed 2026-08-12T15:35:45.595447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T15:35:45.187605Z digest=sha256:c57db343266a55de072d3799eab9a8c8bf8bfe931d94be77bc0cc56b9ba1df0b

Observation 1c53672a-5b5a-43b3-81a5-d47f8c058c7a · outbound

This paper cites A unified view of entropy-regularized Markov decision processes.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems A unified view of entropy-regularized Markov decision processes

Reference 51

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no resolver link, observed 2026-08-12T15:35:45.191801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:35:45.191801Z digest=sha256:7ae380dd518fe2ab0c7dcb97125567ccf273fee0ab288df8ae6460659b917f89

Observation fb8596ec-8ad5-43d1-88fd-16f4909adf4e · outbound

This paper cites LeCun, L.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems LeCun, L

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:35:45.580784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T15:35:45.196361Z digest=sha256:7156f74355ae3a19209ff6e0573599f590d0b3553f1f93c1c7b241227d32e976

Observation 932635eb-6c1c-4ca7-99f1-7c760bcc91af · outbound

This paper cites an unresolved cited work.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-12T15:35:45.200395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:35:45.200395Z digest=sha256:acd885caa161f6a8a60906b8f8729ef5e189efafd810213c61c32111248bd0b7

Observation 355b5e81-9b96-402a-8e79-43489a7a9955 · outbound

This paper cites Bellman, A markovian decision process, Journal of mathematics and mechanics (1957) 679–684.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Bellman, A markovian decision process, Journal of mathematics and mechanics (1957) 679–684

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:35:45.558026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T15:35:45.204568Z digest=sha256:10b072c1182c001d00eeb8def9b22bf651dd350a3857b3d2ed68bd7d70110908

Observation 28262085-fc33-49fe-ae16-b4e8482591d2 · outbound

This paper cites an unresolved cited work.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:35:45.544251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T15:35:45.208874Z digest=sha256:bee7d62c64aed73f2bb49da1b2d32989b039f45aaa0e661a71ebd7ebb25c0125

Observation a0c2d909-d0da-4548-8d1e-c4120eba3cca · outbound

This paper cites Amari, Natural gradient works efficiently in learning, Neural com- putation 10 (2) (1998) 251–276.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems Amari, Natural gradient works efficiently in learning, Neural com- putation 10 (2) (1998) 251–276

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:35:45.530692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T15:35:45.212885Z digest=sha256:c9d604c5141bc0fe1a70e6134c9e1cdc1adeca375e4dfe7c703309124fe194f0

Observation d668816b-529a-4907-85ba-4712fa1615a1 · outbound

This paper cites ∞X i=1 γi−1r(si, ai) s0=s,a0=a # , (A.4) which is termed in RL as.

Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems ∞X i=1 γi−1r(si, ai) s0=s,a0=a # , (A.4) which is termed in RL as

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:35:45.515925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T15:35:45.216969Z digest=sha256:aa99a755a4da9bb30ca87bbf46f7db9ea7cd8cebe01730613c24b733df7072e9

Pith citing papers

No inbound Pith citation observations are available.