Pith. sign in

Paper Citation Record · LEDGER

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks?

As of 11 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2505.22696.

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

pith.paper-citation-record.v1
2505.22696 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:14:47.196363Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

52 of 52 outbound references displayed

  • verified exact10
  • verified fuzzy2
  • unresolved30
  • parse uncertain0
  • malformed identifier7
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 289fc118-a48b-4380-9d33-4fb27f622939 · outbound

This paper cites an unresolved cited work.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:42.441709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:42.441709Z digest=sha256:6030412384cabe9d67cd5b2800bea1831ad12dd7536b9e4fa1bb229999415cde

Observation b83923c3-c35c-42a0-8931-bcf9b43105a7 · outbound

This paper cites Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:42.510865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:42.510865Z digest=sha256:b533ce1f73a413d456400462f9f34fbb24402d8ae26e69a033f0bd69d6c05bfd

Observation dea19573-daec-41c0-a154-83f3478d0676 · outbound

This paper cites an unresolved cited work.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:14:53.905410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:42.570834Z digest=sha256:ee69e3e6a8013a1b7cd789d1d2460bb02f7c3dfde70f8186ae565f617e3e348a

Observation 61c53f54-8dc0-44b7-b43d-9e3dfa5db224 · outbound

This paper cites an unresolved cited work.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Unresolved cited work

Reference 4

Resolution
verified exact
doi, observed 2026-08-07T13:14:49.094026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:42.630546Z digest=sha256:5ed7abeba11964066e8bff35a11a555709d978224baaa66c7a0b657b68547af8

Observation 27dccbf5-125e-4c0e-85b8-f597a6beab85 · outbound

This paper cites an unresolved cited work.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Unresolved cited work

Reference 5

Resolution
verified exact
doi, observed 2026-08-07T13:14:48.916672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:42.695712Z digest=sha256:085be4957de2ef27a61229786228632956ad4536f599c1734955de6cf8fe4740

Observation fbf7a4b3-4bdf-4b23-942a-99b6dfcbd865 · outbound

This paper cites an unresolved cited work.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Unresolved cited work

Reference 6

Resolution
verified exact
doi, observed 2026-08-07T13:14:48.715668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:42.763844Z digest=sha256:6e21ea14777d529a4989f6c080506589dbd1643aaaffdc5e6596eccf1a4c47f0

Observation c342952d-324b-48a0-9a28-154f90205d37 · outbound

This paper cites Stanley, and Jeff Clune.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Stanley, and Jeff Clune

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:14:53.718696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:42.853026Z digest=sha256:2ff8f0d1b4567cbc90a2e3acb2fe8b3988b948524d240e931abc1a321b3d2ba0

Observation 1595c0a1-bfcc-420d-8aa5-c16914e0538a · outbound

This paper cites an unresolved cited work.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Unresolved cited work

Reference 8

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T13:14:53.481404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:43.012340Z digest=sha256:149cde710230827aeb6e10d4c1a23c49cf00767f14d09b9feed5a22c653c55f0

Observation 97921c45-6665-4ce0-9a6f-737fe85a9847 · outbound

This paper cites Diversity is All You Need: Learning Skills without a Reward Function.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Diversity is All You Need: Learning Skills without a Reward Function

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:43.115707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:43.115707Z digest=sha256:b213535e029ef2f0371e036768ada6d43f5faaf6db606a312a337cc5c91ff7c1

Observation 9034a1e4-af96-4765-b31b-0e8de31d740c · outbound

This paper cites Brax -- A Differentiable Physics Engine for Large Scale Rigid Body Simulation.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Brax -- A Differentiable Physics Engine for Large Scale Rigid Body Simulation

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:43.202074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:43.202074Z digest=sha256:e233b73f79efa9240c98c42da2a0e72e6b2059c939f239d65b949325afa99285

Observation 21bd5905-1b66-4c54-9ac5-5f8e553062ab · outbound

This paper cites Greenbury, Ard A.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Greenbury, Ard A

Reference 11

Resolution
malformed identifier
no resolver link, observed 2026-08-07T13:14:43.370615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:43.370615Z digest=sha256:b22d2f6a57b78c016f7a9fd41fdf0160516e61c75331eafb81087c993adb9bfb

Observation 1351860e-eeaa-4936-8603-dab007b543f7 · outbound

This paper cites an unresolved cited work.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:43.439010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:43.439010Z digest=sha256:7002081e260a2edbe5c5cc9fd0dcc60af18e2316b00bd3a4a0893d84408a01fa

Observation 3753f319-0fa3-4503-8d35-663ad9513e2e · outbound

This paper cites an unresolved cited work.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Unresolved cited work

Reference 13

Resolution
verified exact
doi, observed 2026-08-07T13:14:48.478366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:43.525878Z digest=sha256:275ac57b58d916680a4114f97311804a3c76202ffc8839ac98d689561170d1a7

Observation df0a3e00-0e7b-44cb-8a96-082476e315b8 · outbound

This paper cites an unresolved cited work.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Unresolved cited work

Reference 14

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T13:14:53.349250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:43.607986Z digest=sha256:73b81576fd2634cdf6369ae103710ad805aab35ef3f178ae47f901cd1ccb74f2

Observation 76766e99-b46b-4574-967d-d925f1cb9e87 · outbound

This paper cites The CMA Evolution Strategy: A Tutorial.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? The CMA Evolution Strategy: A Tutorial

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:43.680998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:43.680998Z digest=sha256:6dbf305cbf0ad7629b079911b6586ce392a36d9e219f435fa44322ce9100cc92

Observation d7a824a0-6d28-4137-a926-83d10febf23e · outbound

This paper cites Continual Model-Based Reinforcement Learning with Hypernetworks.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Continual Model-Based Reinforcement Learning with Hypernetworks

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:14:48.248805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:43.768385Z digest=sha256:8c9b3c281f952796b29af69136dce3ea229ebb881ea5d144759c6b5096862f77

Observation dfdef2e6-fab7-4e18-8270-5b1337aabc22 · outbound

This paper cites an unresolved cited work.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:14:53.198526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:43.853235Z digest=sha256:14fbe7a0ae030aebe8858171625299944f80a773d390225ca9423bae5af7e1aa

Observation fd79e228-583a-429e-8fd2-34905f08bf13 · outbound

This paper cites Towards Continual Reinforcement Learning: A Review and Perspectives.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Towards Continual Reinforcement Learning: A Review and Perspectives

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:43.938778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:43.938778Z digest=sha256:682dbab939a349d2dbd5cd23ef18cbd5cea1508980c152610af22a5f670679f0

Observation cfca8ad5-cdfa-4005-bfe5-a6743eda090c · outbound

This paper cites Adam: A Method for Stochastic Optimization.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Adam: A Method for Stochastic Optimization

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:43.997652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:43.997652Z digest=sha256:552fe12f21bcc7e1e1ce989f475465a9f51830a7c2780824c4cb71b33b48a6ac

Observation 9092b6cd-c453-48a9-afcd-518dd03a244a · outbound

This paper cites Knoll and Sean B.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Knoll and Sean B

Reference 20

Resolution
verified exact
raw_fallback, observed 2026-08-07T13:14:51.285954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:44.082069Z digest=sha256:0c8ea669640d0f5fb53a4226e35e54ca15f6cc9ee91a71ae76e19a18839d5449

Observation 6c49d468-71e2-4f94-a2da-a1922c558298 · outbound

This paper cites Koza and J.P.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Koza and J.P

Reference 21

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T13:14:50.976481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:44.190946Z digest=sha256:062529af803d12024fce28545fdb384e46d706032b93e447662209f3d73df301

Observation 4038afd5-0441-4633-9f18-8d3654911639 · outbound

This paper cites Koza and J.P.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Koza and J.P

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:14:53.023865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:44.280723Z digest=sha256:8801af53a5278159214074a20233de22a89cd742d32fb2680cebca2eb4a5851b

Observation d0a9755c-228f-493e-aa2b-b1aaf040057e · outbound

This paper cites an unresolved cited work.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:14:52.861602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:44.407026Z digest=sha256:ed6da41333b87d3a5e07cf54ae1953187204ff9b6e3fc4819d39926fbe7abb32

Observation 0d7177a0-3a39-47a9-afd7-c253832472e3 · outbound

This paper cites evosax: JAX-based Evolution Strategies.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? evosax: JAX-based Evolution Strategies

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:44.461870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:44.461870Z digest=sha256:ebf5052663d958713a6286c5d568f7fd88b26c8ad0d8f02e15fe4ce202eab952

Observation 7bd875aa-bc40-4b02-a49c-100b51cfc2dc · outbound

This paper cites an unresolved cited work.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:44.543826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:44.543826Z digest=sha256:247bba0f80a89a663c13de9aa41af99ca2ef32419be481beeace3f4e0088d24b

Observation 713a9878-e628-462f-91e9-6fdbc4aae808 · outbound

This paper cites Accelerated Quality-Diversity through Massive Parallelism.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Accelerated Quality-Diversity through Massive Parallelism

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:14:47.931373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:44.623130Z digest=sha256:1457d9e1807eb29da72b3691b7abb9e0bf38410fa1b00e4abacfc5071fe362ef

Observation 97a7cc62-5686-4bc4-802f-476e499dba3d · outbound

This paper cites Articulated Animal AI: An Environment for Animal-like Cognition in a Limbed Agent.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Articulated Animal AI: An Environment for Animal-like Cognition in a Limbed Agent

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:14:47.740105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:44.699064Z digest=sha256:85b1a458f56698456ce9d46f802d8d64045c8eb75a77d8346658b2a50577a31d

Observation 2a19d5cf-4868-40ea-87dc-1670cee15ae1 · outbound

This paper cites Kinetix: Investigating the Training of General Agents through Open-Ended Physics-Based Control Tasks.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Kinetix: Investigating the Training of General Agents through Open-Ended Physics-Based Control Tasks

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:44.815260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:44.815260Z digest=sha256:35e063b1b579a6df2afee8258436c67570a7aed843ab5a3c8a0f96f5989c1666

Observation 644317cd-6d42-4b31-89fc-a61c557ddd29 · outbound

This paper cites Moriarty and Risto Miikkulainen.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Moriarty and Risto Miikkulainen

Reference 29

Resolution
verified exact
doi, observed 2026-08-07T13:14:47.567111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:44.879426Z digest=sha256:4b03f23d0b04f7d0a5155a2a58154eaf9a31de2a09da6d7ce00c046e3145a5dd

Observation 0bf44a62-4203-475c-9572-c86e5587658c · outbound

This paper cites Illuminating search spaces by mapping elites.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Illuminating search spaces by mapping elites

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:44.957486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:44.957486Z digest=sha256:4b4b67c9c2a78779a4ef440811f30258df5ea04d449a87bfa3e9e2b8b10351bb

Observation d0dfd9ea-5db1-411e-b7da-4952ae02eb4a · outbound

This paper cites HyperNCA: Growing Developmental Networks with Neural Cellular Automata.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? HyperNCA: Growing Developmental Networks with Neural Cellular Automata

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:14:50.623246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:45.081804Z digest=sha256:c6c89420ea3815b78f9847dca6f02e4edba34136e73b910154602cc13b73820c

Observation 503304d9-35ac-4fde-8e51-70f609094735 · outbound

This paper cites an unresolved cited work.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Unresolved cited work

Reference 32

Resolution
malformed identifier
no resolver link, observed 2026-08-07T13:14:45.184693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:45.184693Z digest=sha256:2d66a7aca8510705d043e2f5c26b9c68ebd6a8927c90626c18e47894a8d48175

Observation 52d3b60b-ef9e-436b-a305-290ea39a0781 · outbound

This paper cites NeuroEvolution of Augmenting Topologies.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? NeuroEvolution of Augmenting Topologies

Reference 33

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T13:14:52.598648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:45.269967Z digest=sha256:c70d484f10b49923be847d53f0afa04c67e0a58c768da414c7465042d679f06c

Observation d01983b1-a368-465d-bf36-137284d9534b · outbound

This paper cites Pugh, Lisa B.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Pugh, Lisa B

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:45.361409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:45.361409Z digest=sha256:069a2f70cb688e8b44c04bfd840ddf2e545f36de153727a16a5404ccafaf758d

Observation 54cab522-4549-4bee-b804-d1102d706eb2 · outbound

This paper cites an unresolved cited work.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:14:52.348534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:45.428239Z digest=sha256:4c9e0071e73930d9480c1bbc64bb04db5c59b7b0509b353a4242d7f25ed9dc29

Observation 78097adb-40fd-4ce6-bd71-411e9b5f8e5c · outbound

This paper cites an unresolved cited work.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:45.501935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:45.501935Z digest=sha256:e0f04161d25f78c9583924c94304a2fe90919032a15719cd453118ef21223a49

Observation b8ef8293-3559-472c-a6af-18b26e56caa8 · outbound

This paper cites Evolution Strategies as a Scalable Alternative to Reinforcement Learning.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Evolution Strategies as a Scalable Alternative to Reinforcement Learning

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:45.571717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:45.571717Z digest=sha256:22bc4f79ce7fc5fd7131e2ac1691611543844cedd262f4ad048e07c4980e7f07

Observation ba0c9fdc-8339-427c-ad40-0ca0ed3fe6a0 · outbound

This paper cites an unresolved cited work.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:45.807928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:45.807928Z digest=sha256:af16717dfbe8141967531bbd737fe273513d3cfc0956ad3f04adfce3880932a7

Observation 2f9e2bc2-b312-4138-8f0b-4d5ca3e13c62 · outbound

This paper cites an unresolved cited work.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Unresolved cited work

Reference 40

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T13:14:52.063990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:46.036253Z digest=sha256:b3be8064565679e06b06e464d3d0d493397138ebfca74d65248e0190db7d8e3a

Observation d578cdf9-2d97-431d-b357-f8259d24d115 · outbound

This paper cites Stanley, Jeff Clune, Joel Lehman, and Risto Miikkulainen.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Stanley, Jeff Clune, Joel Lehman, and Risto Miikkulainen

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:46.168973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:46.168973Z digest=sha256:7b2312c1ff3443ddfe0c65359ecda345913447d015d9b87aa65af7f9fce684da

Observation ab141477-9e44-45c4-aa1f-9bbafb972282 · outbound

This paper cites Proximal Policy Optimization Algorithms.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Proximal Policy Optimization Algorithms

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:45.885427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:45.885427Z digest=sha256:877194d5d5aac0db847d40e5552d009e1f4e7d63772e06c4fd81bc0fd3fb54b3

Observation 662c639b-3890-45ba-9eed-e057e2856f7e · outbound

This paper cites Stanley and Risto Miikkulainen.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Stanley and Risto Miikkulainen

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:46.394900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:46.394900Z digest=sha256:1e9cdd2560a700628a69fc26a09d2238d12f71555d0a3e5065ce39b367d9331d

Observation f07c3ce0-18a4-485d-8b94-5617379ee8f9 · outbound

This paper cites Stanley and Risto Miikkulainen.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Stanley and Risto Miikkulainen

Reference 44

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T13:14:51.887296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:46.541287Z digest=sha256:8552ac54562bd4b15e6631157975159a6a38ef4155a19340583c50c96e5949b7

Observation ba47907d-25df-4124-a8bd-310c9d2600f1 · outbound

This paper cites Stanley, David B.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Stanley, David B

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:46.253488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:46.253488Z digest=sha256:e097b216352418e4275814a93889a5b04e53a04460ac4a72292baf01770ef088

Observation 8130e50b-3143-421f-abc9-73017dbb2605 · outbound

This paper cites an unresolved cited work.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:14:51.647459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:46.741294Z digest=sha256:5088760659136919c9eb93ee62b53df5ddff29df26017ff30c9dfa236d7c6b21

Observation 30bed5bf-60db-42b2-9e7f-f4f7ceb5b407 · outbound

This paper cites Thomson, Léni Le Goff, Emma Hart, and Edgar Buchanan.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Thomson, Léni Le Goff, Emma Hart, and Edgar Buchanan

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:46.807996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:46.807996Z digest=sha256:584face8f9f1173dafa00f5bbc7a9a62a1bc2a73df9675d5008a0835be214d55

Observation c7207cbb-316c-44ce-9b02-16ac5555c7a2 · outbound

This paper cites Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:46.640844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:46.640844Z digest=sha256:29587b411846f3687301280a0e4d6ad06bd81f431a1b681fc0293062e8299b52

Observation 52680f95-4e3d-4614-9d40-396edafdf7b3 · outbound

This paper cites an unresolved cited work.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Unresolved cited work

Reference 49

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T13:14:49.727456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:47.077291Z digest=sha256:769817b4f22a8336ea60c01a6f7918deb1dd737750809a4983ef3cb91c9a5b80

Observation 426208cd-045c-4cfb-b0d5-f95cfa326cc0 · outbound

This paper cites an unresolved cited work.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Unresolved cited work

Reference 50

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T13:14:49.396562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:14:47.196363Z digest=sha256:fb1e909fa35340d270166a08f8b2481be54b493ff91fd932c8c665431046a7e2

Observation ca3433ef-33fe-4f36-ac5a-eaaa1488d1a0 · outbound

This paper cites Attention Is All You Need.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Attention Is All You Need

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:46.932892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:46.932892Z digest=sha256:daef0ac79722cf9bb89f27f4bce10fb7822dc0a0012b4254c46aebd2a3c6a40e

Observation ef07bd6c-91ba-4c0f-b74d-8a7d94648f4f · outbound

This paper cites Proximal Policy Optimization Algorithms.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Proximal Policy Optimization Algorithms

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:45.735097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:45.735097Z digest=sha256:f4ed35033e358d80a886f52bdccd5f8186cdcd51f6afaccad49a8f8beadd08c8

Observation 89687ffb-38f0-4b96-ab7d-bcdc7f1ab039 · outbound

This paper cites Nature 590, 7847 (Feb.

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Nature 590, 7847 (Feb

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-07T13:14:42.935045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:14:42.935045Z digest=sha256:174e780fa69013365e01f3514e20561d61efeba581b2a3994ee3c5f7a9103491

Pith citing papers

No inbound Pith citation observations are available.