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Paper Citation Record · LEDGER

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer

As of 17 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2412.07167.

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

pith.paper-citation-record.v1
2412.07167 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:07:44.671936Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

49 of 49 outbound references displayed

  • verified exact0
  • verified fuzzy28
  • unresolved20
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fe0c67ac-1d3c-4b02-a775-9add697466ad · outbound

This paper cites Agnesina, P.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Agnesina, P

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:45.160702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.502228Z digest=sha256:bfd85596373469ae9a8b487098d68c6d0a19533b2b4c764502d7af5634699d97

Observation b9823520-7e2c-4fe2-a19e-ebb81b00d5c2 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-11T19:07:45.151360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.506610Z digest=sha256:5ff10685bf5f208b03c720b49e99fcb4a30448dbdfc80d242e32c726107059ea

Observation 61b75f40-9756-44c2-b977-bfdf5b803667 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T19:07:45.142136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.510442Z digest=sha256:0484c28c6887b31e51a12658a3ece0d26a57af9a7e4f21f7a4f5ee4d8bf33c68

Observation b06fd9f7-9c07-427f-ac2c-5a74c5ec0b9e · outbound

This paper cites Chang, Z.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Chang, Z

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:45.133594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.514485Z digest=sha256:d6e03757e9f4ed0b2570b75e6449623797ec24a744a903bf3f92b05d70088f64

Observation 71a7bb6e-d5df-4cad-83d4-d3a177db8813 · outbound

This paper cites Chang, Y .-W.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Chang, Y .-W

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:45.125066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.517931Z digest=sha256:8e3d508f5a0a2ef3df28c0017655cdf6a816ac7a08328e3bc8b85774057c04cf

Observation f7617e7e-cfe9-4031-ae19-e3b732b5c3e8 · outbound

This paper cites Chen, Z.-W.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Chen, Z.-W

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:45.115949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.521388Z digest=sha256:8e5af7e74c67ffdad9f7b1bcd723e020d3bb225f01c15a012aa9cbba6122a295

Observation 402b189f-2f37-4724-abee-586e5d354fd5 · outbound

This paper cites Cheng, A.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Cheng, A

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:45.106857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.525151Z digest=sha256:aaa863636dca0d35e832463b64a11b91017e3a17f6a0eac080c7eb862abf65ee

Observation 75d1d47a-86e7-4c15-a4fd-c50a13cbc104 · outbound

This paper cites Cheng, X.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Cheng, X

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:45.096617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.528743Z digest=sha256:c0dbfec0e8ef17e4721dfd18f93893cd35ed6645942904db73a1405745d7ef92

Observation bc56fc3d-154f-4387-901d-ac9b59b2cb48 · outbound

This paper cites Cheng and J.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Cheng and J

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:45.087282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.531876Z digest=sha256:82a3d2ffd9a28121d9faed636d214acfd8a85c011e84649dc72a15f19faa297f

Observation d767e1cf-4e52-4931-9a22-0f98e068997c · outbound

This paper cites an unresolved cited work.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T19:07:45.078410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.536411Z digest=sha256:a88e4cb89b6f265df9a0c9cb16ed70e01442f4911d2a470b70585fe73bce9e47

Observation bca7f458-bfaa-412f-a34f-49ef198b5089 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-11T19:07:45.069138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.539362Z digest=sha256:d1be8541cc0a2eceffd582215cd848852467a9546a7b55ac14a460faae6e0fb1

Observation dd5c1032-4246-44cc-b19b-722c49876300 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-11T19:07:45.060416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.543410Z digest=sha256:cf945cc038a67aa1993de1659ed1f53ef914b08ac146198de26abc253f95f149

Observation ee6619ca-89fb-4cc1-b87c-9d0568b61898 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-11T19:07:45.051845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.546595Z digest=sha256:e584ea56c67c33c0490231c473ca1c4b448aa395efb7358ae51e742ed7d1dde8

Observation 88597c43-00e3-4a96-80bc-ca0cedb7e287 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-11T19:07:45.042559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.549540Z digest=sha256:9b68f437ef4f6ffd1f931b48d6e428416b2f160045dab952b844e142ecc490a0

Observation 7d5dadc7-e6f8-4929-b288-3838ae198b31 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-11T19:07:45.033042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.552686Z digest=sha256:e2f0eedaf4d9ef7f51ab9e63f4dd637b23327b0e62790ba23918bc9108f2982c

Observation 09a0e29d-4078-4ab2-a7d8-504ee3093381 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-11T19:07:45.023805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.555527Z digest=sha256:de7491413622b819302a9b21c98e80f367b3ed3547981b5d8269d9830547eb79

Observation 4f21c8ac-af0f-49c6-9b59-dde1905e84f3 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-11T19:07:45.014383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.558648Z digest=sha256:73c3547e725b4a2fe9f950697bdd452151451456e0c191fa9487aa82a0ee9fea

Observation 9a852958-b2a9-4dd1-81fa-349d4d151127 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-11T19:07:45.003745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.561818Z digest=sha256:4377d89d90bc2c0fee48618160babf83a9339f97ffba1ace0f83d48d938f18fe

Observation b339fd92-ea31-47ad-8de6-b15d7c003a39 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-11T19:07:44.994439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.564895Z digest=sha256:3a47ed28dfef0fe40b0212b6851973372460c3f177aa962f78e0e532b951e42b

Observation a7541667-52f0-47cb-8242-d62c6e391e02 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-11T19:07:44.985385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.568073Z digest=sha256:2ab901e6059253e1197215deec6937ae48e1ce91a32d2635f997845c07d906ad

Observation 360bb2a5-cbcb-4308-89d0-d9bdf65d05e5 · outbound

This paper cites MacMillen, R.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer MacMillen, R

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:44.976686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.570939Z digest=sha256:f0564c51fbca8126b2eade3a5be089b5fd4c3488e531bd89b8d69e959d099c96

Observation 9a85d735-62f5-43bb-84df-5566fe057efd · outbound

This paper cites an unresolved cited work.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-11T19:07:44.967611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.574124Z digest=sha256:79ba82a43681316c1bf7ab802d688c7e8f16bc01a761ed00ff85d67fb0d75c88

Observation 1fb75944-523e-40ad-912e-046ba563178b · outbound

This paper cites Mirhoseini, A.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Mirhoseini, A

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:44.958586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.577055Z digest=sha256:cba43e7d04cffef4dd5c2c86cbf863faf4bcbf0a7d3124daf98f47e4941bd9b6

Observation bb00114c-24f0-42c9-993e-b65ab3e2e95c · outbound

This paper cites Murata, K.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Murata, K

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:44.948536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.580360Z digest=sha256:bab6e70f0766fd760b42252b0e774f668acbaf074fac2c288228d8723c07cdb4

Observation f06c3e82-ce41-4f00-aa28-e2c16a88322b · outbound

This paper cites an unresolved cited work.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-11T19:07:44.938562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.584716Z digest=sha256:dc033d6b069320976219b3c59e0d159d5eeb58edc2a075b52b0e419bb5cc27b5

Observation 9cc95969-97b9-4cb1-8e64-a438a095c47a · outbound

This paper cites an unresolved cited work.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T19:07:44.928484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.587878Z digest=sha256:a6bee4b13814d43aa8644f099e0b8ebacdb7479ad9585331f0bef219a43cd2af

Observation f2821c91-578b-4195-98df-dcd0a9f8c604 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Proximal Policy Optimization Algorithms

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-11T19:07:44.591048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:07:44.591048Z digest=sha256:f023931cff384186ea47007c6cfa29f240baba91762eba59b55c3fc3d38b092e

Observation aa42a26f-e5c9-4b9c-abdb-467de9044a24 · outbound

This paper cites Shahookar and P.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Shahookar and P

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:44.918194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.594689Z digest=sha256:d086cebe116e76df76d3d00eb724c61df019a6956ac53b3ea458c55678df2983

Observation 5bafc13f-74ad-45e9-a23b-ab5e5092af4f · outbound

This paper cites an unresolved cited work.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-11T19:07:44.908779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.598983Z digest=sha256:07014c52948f622c28dfc552687aa80df2914309f9d1f62219542dd7b58c722d

Observation 9b88da65-d409-4c2e-b7b9-185db144b2d4 · outbound

This paper cites Spindler and F.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Spindler and F

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:44.899825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.602579Z digest=sha256:ed693dd7e6e2b1b75f64b1d45cf60e2b0e352838e5b61faed427c1ef558e0924

Observation dd4449cd-ec7a-4dce-8366-5e6447d301b8 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-11T19:07:44.605902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:07:44.605902Z digest=sha256:085a134e3b6bae739fa211af726de3ea5b71db1f22e763e1383aee92c6e0c70d

Observation 6d80c558-496f-4ba3-a41f-18f7064a0777 · outbound

This paper cites Tang and X.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Tang and X

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:44.884262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.609281Z digest=sha256:1b4f6078dc37222974b77f90a5f927bc2d6f732b2405c153b0d7fc419f78d67d

Observation 05532559-788f-48e7-a948-6d0e7f5f9bd8 · outbound

This paper cites Placement in Integrated Circuits using Cyclic Reinforcement Learning and Simulated Annealing.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Placement in Integrated Circuits using Cyclic Reinforcement Learning and Simulated Annealing

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-11T19:07:44.613585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:07:44.613585Z digest=sha256:b2da2f17e3a1e51224c90e6b936c0f8f175f122e2c16ff81ef33942d3387bda0

Observation ba1fa357-5287-40d5-bee4-5f9671910650 · outbound

This paper cites Escaping Local Optima in Global Placement.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Escaping Local Optima in Global Placement

Reference 34

Resolution
malformed identifier
local_arxiv, observed 2026-08-11T19:07:44.706446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.618424Z digest=sha256:a75d623b2df51639d6149734b864ca307bf134ed6d7b6aadaa4092e874795376

Observation 2d256dc3-228e-41be-8e5c-c21d7d8de044 · outbound

This paper cites Guidelines: • The answer NA means that the abstract and introduction do not include the claims made in the paper.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Guidelines: • The answer NA means that the abstract and introduction do not include the claims made in the paper

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:44.875532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.622442Z digest=sha256:4399b07c25d5e4cb832df9bf72f8a4988506b396a7333e43cdc403293fe186b4

Observation 3cfd9e2b-d74f-4fe8-ba69-1fdc4004b8ba · outbound

This paper cites Limitations.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Limitations

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:44.866130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.626977Z digest=sha256:23f87b84d901f94bbeef19bc149b4b1342e5438e23d277cdf9e88999fe5a05e1

Observation d4eb8024-c554-413b-9308-45eec1da53c4 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include theoretical results.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Guidelines: • The answer NA means that the paper does not include theoretical results

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:44.857043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.630799Z digest=sha256:698cc17cf57a7675fa2124f168b1cbd1ce15039f4d4e039a032393f43082cf52

Observation f90da689-0cf7-4d35-9d23-c3f4cdb155a0 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Guidelines: • The answer NA means that the paper does not include experiments

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:44.847791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.634326Z digest=sha256:de1bc7baf46819f0e887a2cf1ae730e2c771bd75012ba963fd9eb163e4a1ec49

Observation 7e68c90d-5903-426b-9a0e-caacfdaaef51 · outbound

This paper cites Guidelines: • The answer NA means that paper does not include experiments requiring code.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Guidelines: • The answer NA means that paper does not include experiments requiring code

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:44.838203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.638036Z digest=sha256:17567a47e8f690261e1436caacf002347ac8a7eeca20412b68645234ab1e1f02

Observation 1e6c9642-0a4f-4f13-9a40-3ed968a72c97 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Guidelines: • The answer NA means that the paper does not include experiments

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:44.828620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.641686Z digest=sha256:4091c4a41f87c6d2a0a1029ec47227c78830d8d5a72a28012e4c8f848a082174

Observation 70639692-97b1-4ff8-bfaa-25d06e8f6ddf · outbound

This paper cites Please see Table 1.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Please see Table 1

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:44.818582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.645600Z digest=sha256:8780b8a30b8d8d408fd0a7141961106de507832116f4cd195328e5820154e4ec

Observation b8a1a8cb-1d8c-4e25-95cf-d29ffbade7f9 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Guidelines: • The answer NA means that the paper does not include experiments

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:44.809245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.649035Z digest=sha256:44642e37eaebcc4f2b421adbba73234341043338246dd2c0987cef2daf1690ae

Observation aa740026-570a-444a-bb6c-0091a26ff9d0 · outbound

This paper cites Guidelines: • The answer NA means that the authors have not reviewed the NeurIPS Code of Ethics.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Guidelines: • The answer NA means that the authors have not reviewed the NeurIPS Code of Ethics

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:44.799518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.652300Z digest=sha256:977ec3078e5ea8ffc3b5778ef34acebd3cbedef4c1c7fdcb80a413a913247735

Observation e720d029-1aa6-4d04-8b99-a61189a7e94f · outbound

This paper cites Our method proposes a more efficient way of using reinforcement learning for macro placement of chips, which has the potential to enhance the quality of chip design.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Our method proposes a more efficient way of using reinforcement learning for macro placement of chips, which has the potential to enhance the quality of chip design

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:44.789137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.655799Z digest=sha256:b4c6000f1717a16181f773b745d258d23349a2462a91cb39b455b239e128c1df

Observation 794bdea2-ad79-4468-98d6-e55c77c2e6b2 · outbound

This paper cites Guidelines: • The answer NA means that the paper poses no such risks.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Guidelines: • The answer NA means that the paper poses no such risks

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:44.778508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.659142Z digest=sha256:f7c09eb579834ffadc57603e4b2cc68538e35785712c29ee61661c04908402a9

Observation f9759dbc-dd35-4402-b7b1-e2e4574c5feb · outbound

This paper cites Guidelines: • The answer NA means that the paper does not use existing assets.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Guidelines: • The answer NA means that the paper does not use existing assets

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:44.768164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.662420Z digest=sha256:75798d7d304ae7a96e6f04e6a034741161acd24445d7beee08d7f4bea5e2d010

Observation 152adf48-8af5-4bee-b177-a2becc1bee30 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not release new assets.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Guidelines: • The answer NA means that the paper does not release new assets

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:44.758320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.665875Z digest=sha256:71a02299efed91722434274b41933af47953b7a97b3d69c0430508dae2d43781

Observation d9e32f37-0908-45c5-b40b-76bd8c8319ca · outbound

This paper cites Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:44.748558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.668942Z digest=sha256:6099f968f7161d7a395f9e5b4624761c0eeee39d045b8402a662dc6c60aedc8e

Observation 5493a27f-ba01-4534-aed2-c4be38190797 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:07:44.737957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T19:07:44.671936Z digest=sha256:81a6436cbf450ffb6f096f52a2be35cee7311f04acd16466dde3d703c5fbaa89

Pith citing papers

No inbound Pith citation observations are available.