Pith. sign in

Paper Citation Record · LEDGER

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

As of 13 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 2026-08-12T06:34:41.77262+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
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

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

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:35:46.015738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:44.978107Z digest=sha256:faba8e0615d4d9f7f409581c2a90cce39cc549554b60266139b3660f5c164618

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

Resolution
unresolved
no resolver link, observed 2026-08-12T15:35:44.982960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:35:44.982960Z digest=sha256:fa64836a4960c34c7320b3019acea0f6e89c04e0aec01ddbcc4bd82acbcb283a

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

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:35:46.001132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:44.987738Z digest=sha256:2bfb1192bd9f995003e7d4ad180454a6bcb0111edb85ab6e0fc091940870dbbe

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

Resolution
unresolved
no resolver link, observed 2026-08-12T15:35:44.992299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:35:44.992299Z digest=sha256:b2906e250134ccab2cb68f57b58df9c654a8479894b64b11a16e0a24119ee8db

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

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:35:45.986964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:44.996868Z digest=sha256:d7eb648913c961ed0ab8708c9f88ee6a8f85275ae86a33c11f711608658b0f02

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

Resolution
unresolved
no resolver link, observed 2026-08-12T15:35:45.001120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:35:45.001120Z digest=sha256:c3ed608605171c4a575c0684de00eb9692f76ff2f43c7589f759059fc3ba4282

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

Resolution
unresolved
no resolver link, observed 2026-08-12T15:35:45.005915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:35:45.005915Z digest=sha256:a374af70933f6500d01add826aae128e8e286dc37f03567f7d64641a323b1783

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

Resolution
unresolved
no resolver link, observed 2026-08-12T15:35:45.010427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:35:45.010427Z digest=sha256:69b55153700d8299f2abb73e35d5f1edbee456281b704f712f4d3552196b2767

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

Resolution
unresolved
no resolver link, observed 2026-08-12T15:35:45.014552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:35:45.014552Z digest=sha256:d8dd8f2c6353a2f19c84af583d1f09c1826c172ccf0c47e1d7dbd1bf67c4bf39

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

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:35:45.954784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.018974Z digest=sha256:f942a8f6ae81f084763640799cd2ed60343a407c7b4ad02a26631adac7aa4157

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:35:45.940579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.023032Z digest=sha256:74558ba170d6650a2bb1912df125287cfda4ef6c6b82478c4e6cd4740e8243d7

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

Resolution
unresolved
no resolver link, observed 2026-08-12T15:35:45.027499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:35:45.027499Z digest=sha256:31ea6cc8ee97c4feff028ee4009aa904cb8ec89e43c8e68e047a6a911ccdfbdb

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

Resolution
unresolved
no resolver link, observed 2026-08-12T15:35:45.031956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:35:45.031956Z digest=sha256:f94816e5a42fcbb8254168baf0c86b30ea91d494116be6c060921a67d9cb795e

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:35:45.917471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.036048Z digest=sha256:abb6c312e19d9d648b03f8f217a7feaf8b517b5f73dbb5a0be8b0a6bcd53b1b1

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

Resolution
verified exact
local_arxiv, observed 2026-08-12T15:35:45.434144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.040132Z digest=sha256:44fb826b191c82236e4addd350dbae00e93a063f8aa5326dc173d4f3a3d403e0

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

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:35:45.903546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.044494Z digest=sha256:03cc23fecfe013b34930cae7634d920b6b0eb3931f4660caf20ff948f64f3221

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

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:35:45.889779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.048629Z digest=sha256:60ce4e7228d2a593f6a564daa50734fde791d61be08a754ce369421ca996035b

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:35:45.875883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.052629Z digest=sha256:0c2f561703fc8be86eee176c2dec5ce13249801c1c1289694b04787da380723c

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

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:35:45.861780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.056924Z digest=sha256:14f930d81254d9adda95c5cc0565b656a0db029516cc1a11087ccdb1e438aab2

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:35:45.846476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.061223Z digest=sha256:535fbcefcdaf42b73627a6b9fa21149eb37b53a8983e72a6909997b159572a6c

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

Resolution
unresolved
no resolver link, observed 2026-08-12T15:35:45.065264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:35:45.065264Z digest=sha256:c42d1f8bbcb4baf119fb5d01e1b53530209cd30c90504be9441c8e264ef6ceaf

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

Resolution
unresolved
no resolver link, observed 2026-08-12T15:35:45.069587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:35:45.069587Z digest=sha256:c33c0e2fa6276c27e4449b7a181561690eeccd773b17dc32a21c038f75140b7f

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

Resolution
unresolved
no resolver link, observed 2026-08-12T15:35:45.074234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:35:45.074234Z digest=sha256:a2d9c3bf558fe7d8eaea3ec212faca8af8e92eeac6e6c32f30fa9d50fdd007cf

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:35:45.832892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.078620Z digest=sha256:81b151439cb3116b16434d4bb8645d5570529b8baa38d01968030b3247c0e036

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:35:45.819245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.082705Z digest=sha256:e69f2a254c92a1cf9bcf530406add14533946d09cecf27c44683691dfb223e2d

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

This paper cites an unresolved cited work.

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

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:35:45.805769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.086908Z digest=sha256:72f16cce6b5c6fe76711416fc2741c88f37d221b040807b6e79bbb8856a382b8

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

Resolution
unresolved
no resolver link, observed 2026-08-12T15:35:45.091302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:35:45.091302Z digest=sha256:674282b430f3b2f2a261aa636bb4365f7c7e32b552d275df2dd0679ded663350

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

Resolution
unresolved
no resolver link, observed 2026-08-12T15:35:45.095797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:35:45.095797Z digest=sha256:588245b8d9d3310478890d12e50dd9612e6d958318822e22919163da3a93b382

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:35:45.791530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.099963Z digest=sha256:64946c0f6063327907e267d17d8463105b3cb7dc816758303879780c5cc790e2

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

Resolution
unresolved
no resolver link, observed 2026-08-12T15:35:45.103881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:35:45.103881Z digest=sha256:780f0f06d059eecf08b93601994e0d2fe6a78fc96afac8c361a3ecef9d47e953

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:35:45.768796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.108026Z digest=sha256:acfef97f983510455089f26aa37159b915d30b542cbed3475c668e57e4129fc8

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

Resolution
unresolved
no resolver link, observed 2026-08-12T15:35:45.112044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:35:45.112044Z digest=sha256:2b95bfa3efb1aa34a88c784bfdb89687ac403d977cba6c930297306de3d9d0d6

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:35:45.746359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.116983Z digest=sha256:8eeb1d255f8e7bcb7179ae5953452114b2c2f0914cc7f188aac143341854b747

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

This paper cites an unresolved cited work.

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

Reference 34

Resolution
verified exact
doi, observed 2026-08-12T15:35:45.310568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.121210Z digest=sha256:4b18b81c2de1cde6e109b75e9f820843726edbdb37a77fcf261141daf51ef581

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

This paper cites an unresolved cited work.

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

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-12T15:35:45.732079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.125464Z digest=sha256:1d5ba9f265b86d865a1823519e061c489b609883fcacc90d6accbe5c04391211

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

Resolution
malformed identifier
doi_truncated, observed 2026-08-12T15:35:45.296578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.129834Z digest=sha256:89fee31e7690260ea913e8e28f28955e76160709459658dd2b49a521659b9e6c

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T15:35:45.718381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.134001Z digest=sha256:9bce8b3ad469a7739680c5b5e2ec75b5f53a92c8c2d64f162f252d7a6bc1ae3f

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

Resolution
unresolved
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:dd4aa648245278208ab34903c9552af7ce5c074edc5a6ec78f83336a8159e057

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

Resolution
unresolved
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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.142190Z digest=sha256:f5cb3a86c98f5e7d005cbae39d5ed8ab9d7046a795bb7d3f2f554b219c7ad038

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

Resolution
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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.146009Z digest=sha256:1d1bf4d1b1d3eee6db0b5e341c082fc21b17096c03c767679344a75f976629eb

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

Resolution
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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.149903Z digest=sha256:a0f0701ed51fb1f7f3ab7f92fb95ab762266d7c969dbbadd9f67647a47608cae

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.153846Z digest=sha256:a0636d982be2659dc21180ce3e0732420eaac54f4735462560c20c605624cd10

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.157841Z digest=sha256:6e932d8dd913d1009ba52e6a815e7358c668cc58ee3d1c2649c6c0727785299f

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.162527Z digest=sha256:715c41cfc0641b2d3807c9f358ac1251dcabd35166cf837095c5aa0c14886c45

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.166713Z digest=sha256:9f4f868e510201a63cfea5992f9b016034bc857fc7e2dea76ca1ba15d1eb7f3d

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.170795Z digest=sha256:0a44778454b1dc82b3b0513feedd99b7810c776a9577abe8b0161a4bc630848f

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.174928Z digest=sha256:005bd8e58bbddf2a109465009fc80a840e2c0f9675b96ac7f91eb7b03876e61e

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.179016Z digest=sha256:23ae31cf276af4f6e749b1c0999f2de02f54b5c4ac5dbe256a059c1eca8347d6

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

Resolution
unresolved
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:a6a38ee73b8b82b625495fbf9b334f171f1fbfbd5dd6ec0019b50bf8ab55ffbd

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

Resolution
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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.187605Z digest=sha256:641c1a1f3b8a72fff6e8a36a263e173616880e453d46047ac4f88ea23de6a0a6

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

Resolution
unresolved
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:dba65e65823df132478d1b17bebe6469b207dad4433842f80a8340bcf7c83812

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.196361Z digest=sha256:d1ca98d179191d49161c537df2519d863946bd3eb0f2b770523fe88db0d81a86

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=sha256:49c49c889677d50d5e1e8b7f7ef431d1a0983acaec01a9322a8685264f659fe3

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.204568Z digest=sha256:b085a20d0fb22afa025158b4dc9f0f2b14cd4e77c7bf789d03786bee7c3755b1

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.208874Z digest=sha256:661390b2222451ff250a66fc2a1e67d1df6170d5add3ddf6024c847c27d3135b

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.212885Z digest=sha256:8fb8a42d186b08664ea1635bcc841251f0d6047effda0912d77f27ee2f7934b7

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T15:35:45.216969Z digest=sha256:ddc4bc2f629f06e661585512e1b7872720ab62ee4939a6a393f975a9ef35b8c3

Pith citing papers

No inbound Pith citation observations are available.