Paper Citation Record · LEDGER

Can an Actor-Critic Optimization Framework Improve Analog Design?

As of 19 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 1 inbound Pith citation observation for arXiv:2603.24714.

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

pith.paper-citation-record.v1
2603.24714 v3

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T17:31:27.955627Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:40:02.532363Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-16T04:40:03.127338Z

Reference resolution

34 of 34 outbound references displayed

verified exact0
verified fuzzy0
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation acd8bf7a-b638-4fc7-b1e6-5c7234daee3f · outbound

This paper cites an unresolved cited work.

Can an Actor-Critic Optimization Framework Improve Analog Design? Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.870371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fa4f573-75df-430d-8275-6785971f41c4 · outbound

This paper cites Using probabilistic model rollouts to boost the sample efficiency of reinforcement learning for automated analog circuit sizing,.

Can an Actor-Critic Optimization Framework Improve Analog Design? Using probabilistic model rollouts to boost the sample efficiency of reinforcement learning for automated analog circuit sizing,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.873824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c52568ea-8897-4871-8ff8-0d109d4ce994 · outbound

This paper cites Anacraft: Duel-play probabilistic-model-based reinforcement learning for sample-efficient pvt-robust analog circuit sizing optimization,.

Can an Actor-Critic Optimization Framework Improve Analog Design? Anacraft: Duel-play probabilistic-model-based reinforcement learning for sample-efficient pvt-robust analog circuit sizing optimization,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.876688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f296f334-62b6-4de0-8dea-d320a902e5b0 · outbound

This paper cites An efficient bayesian optimization approach for automated optimization of analog circuits,.

Can an Actor-Critic Optimization Framework Improve Analog Design? An efficient bayesian optimization approach for automated optimization of analog circuits,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.879310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba078e9a-c464-4257-9fc2-2a97aab44e25 · outbound

This paper cites Local bayesian optimization for analog circuit sizing,.

Can an Actor-Critic Optimization Framework Improve Analog Design? Local bayesian optimization for analog circuit sizing,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.882007Z

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Unavailable: canonical work link unavailable.

Observation bf78c3e0-0a9f-45a2-b168-30797b5f12dd · outbound

This paper cites Layoutcopilot: An llm-powered multi-agent collaborative framework for interactive analog layout design,.

Can an Actor-Critic Optimization Framework Improve Analog Design? Layoutcopilot: An llm-powered multi-agent collaborative framework for interactive analog layout design,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.884977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82be3780-5248-4f79-a865-7ea063b2ea78 · outbound

This paper cites LLM-Enhanced Bayesian Optimization for Efficient Analog Layout Constraint Generation.

Can an Actor-Critic Optimization Framework Improve Analog Design? LLM-Enhanced Bayesian Optimization for Efficient Analog Layout Constraint Generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.887933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb4889ec-113f-4fe1-a161-47065bb98a81 · outbound

This paper cites AmpAgent: An LLM-based Multi-Agent System for Multi-stage Amplifier Schematic Design from Literature for Process and Performance Porting.

Can an Actor-Critic Optimization Framework Improve Analog Design? AmpAgent: An LLM-based Multi-Agent System for Multi-stage Amplifier Schematic Design from Literature for Process and Performance Porting

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.890859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1b9f2c2-122c-4d6b-bb18-dffea947fe9f · outbound

This paper cites Analogcoder: Analog circuit design via training-free code generation,.

Can an Actor-Critic Optimization Framework Improve Analog Design? Analogcoder: Analog circuit design via training-free code generation,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.893598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 356fb54e-6fbd-4f12-9552-e0c895bdb0cd · outbound

This paper cites Ado-llm: Analog design bayesian optimization with in-context learning of large language models,.

Can an Actor-Critic Optimization Framework Improve Analog Design? Ado-llm: Analog design bayesian optimization with in-context learning of large language models,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.896255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b6c3e5c-1dc6-45e7-8aac-5388c885e19d · outbound

This paper cites Can low-rank knowledge distillation in llms be useful for microelectronic reasoning?.

Can an Actor-Critic Optimization Framework Improve Analog Design? Can low-rank knowledge distillation in llms be useful for microelectronic reasoning?

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.898753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 579c00da-ef9f-4af3-b608-07d9a145c1ee · outbound

This paper cites High dimensional optimization for electronic design,.

Can an Actor-Critic Optimization Framework Improve Analog Design? High dimensional optimization for electronic design,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.901267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22cccaad-8335-4f36-b7f9-a6ffdcef3da2 · outbound

This paper cites tss- bo: Scalable bayesian optimization for analog circuit sizing via truncated subspace sampling,.

Can an Actor-Critic Optimization Framework Improve Analog Design? tss- bo: Scalable bayesian optimization for analog circuit sizing via truncated subspace sampling,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.903586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab29ec51-9a53-4c4f-9fe1-f2617f7b7132 · outbound

This paper cites Ledro: Llm- enhanced design space reduction and optimization for analog circuits,.

Can an Actor-Critic Optimization Framework Improve Analog Design? Ledro: Llm- enhanced design space reduction and optimization for analog circuits,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.905853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34b4ef2f-b3b3-4b6e-bc2c-652078b1632c · outbound

This paper cites Eesizer: Llm-based ai agent for sizing of analog and mixed signal circuit,.

Can an Actor-Critic Optimization Framework Improve Analog Design? Eesizer: Llm-based ai agent for sizing of analog and mixed signal circuit,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.908369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af1261e3-94cc-4106-9dd2-178b7d40223e · outbound

This paper cites Llm-uso: Large language model-based universal sizing optimizer,.

Can an Actor-Critic Optimization Framework Improve Analog Design? Llm-uso: Large language model-based universal sizing optimizer,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.910638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f938e22-227d-4fe0-a480-151869b28fd4 · outbound

This paper cites Reflex- ion: Language agents with verbal reinforcement learning,.

Can an Actor-Critic Optimization Framework Improve Analog Design? Reflex- ion: Language agents with verbal reinforcement learning,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.913108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96baed40-36cf-4a75-a91c-550aef61d1c0 · outbound

This paper cites Needle in the Haystack for Memory Based Large Language Models.

Can an Actor-Critic Optimization Framework Improve Analog Design? Needle in the Haystack for Memory Based Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.915472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4162efb-155e-46a2-b3d2-dcad2d1aa55b · outbound

This paper cites an unresolved cited work.

Can an Actor-Critic Optimization Framework Improve Analog Design? Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.918127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62f08a95-cd04-4824-96a9-34f0d3cb354c · outbound

This paper cites Policy gradient methods for reinforcement learning with function approximation,.

Can an Actor-Critic Optimization Framework Improve Analog Design? Policy gradient methods for reinforcement learning with function approximation,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.920885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63b27752-1f03-4a6c-8bde-9f949edd62e3 · outbound

This paper cites Human-level control through deep reinforcement learning,.

Can an Actor-Critic Optimization Framework Improve Analog Design? Human-level control through deep reinforcement learning,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.923227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ace903da-8b5c-45b2-a7ee-5a1eff33640d · outbound

This paper cites Trust region policy optimization,.

Can an Actor-Critic Optimization Framework Improve Analog Design? Trust region policy optimization,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.928338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d9000a1-2669-4aca-93ab-67393518916e · outbound

This paper cites Soft actor- critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor,.

Can an Actor-Critic Optimization Framework Improve Analog Design? Soft actor- critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.930909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2c3cf3b-edae-4341-a06a-aad7c4a7c839 · outbound

This paper cites Addressing function ap- proximation error in actor-critic methods,.

Can an Actor-Critic Optimization Framework Improve Analog Design? Addressing function ap- proximation error in actor-critic methods,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.933199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b022b78-8076-49f7-a070-da6fbad257e9 · outbound

This paper cites Mastering atari, go, chess and shogi by planning with a learned model,.

Can an Actor-Critic Optimization Framework Improve Analog Design? Mastering atari, go, chess and shogi by planning with a learned model,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.935540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03652442-2370-417c-895d-187bc28328c4 · outbound

This paper cites Deep reinforcement learning from human preferences,.

Can an Actor-Critic Optimization Framework Improve Analog Design? Deep reinforcement learning from human preferences,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.938159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05940396-16a5-4fe6-b1cc-e1037d7c1209 · outbound

This paper cites Training language models to follow instructions with human feedback,.

Can an Actor-Critic Optimization Framework Improve Analog Design? Training language models to follow instructions with human feedback,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.940830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c12f5535-fda2-4f0d-a9cd-0768884be7a1 · outbound

This paper cites Bayesian-optimization,.

Can an Actor-Critic Optimization Framework Improve Analog Design? Bayesian-optimization,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.943148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 709553ef-3724-4734-9d3f-80736a9b792f · outbound

This paper cites V ogt, G.

Can an Actor-Critic Optimization Framework Improve Analog Design? V ogt, G

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.945469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ee9a789-48ca-4400-ad12-05f4de04f209 · outbound

This paper cites Qwen2.5-14b-instruct,.

Can an Actor-Critic Optimization Framework Improve Analog Design? Qwen2.5-14b-instruct,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.947836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2823caba-5821-4d3d-b107-33aeef0d7b74 · outbound

This paper cites GPT-4o System Card.

Can an Actor-Critic Optimization Framework Improve Analog Design? GPT-4o System Card

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.950350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eee1a9c3-8ac0-446d-8bca-ef3580dc62f4 · outbound

This paper cites OpenAI GPT-5 System Card.

Can an Actor-Critic Optimization Framework Improve Analog Design? OpenAI GPT-5 System Card

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.953008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0088137-2a50-4941-b87c-026d05175088 · outbound

This paper cites hdbscan: Hierarchical density based clustering.

Can an Actor-Critic Optimization Framework Improve Analog Design? hdbscan: Hierarchical density based clustering

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.955627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8da2600b-3999-48ee-b33f-5f8216a5c9c6 · outbound

This paper cites Available: https://www.nature.com/articles/nature14236.

Can an Actor-Critic Optimization Framework Improve Analog Design? Available: https://www.nature.com/articles/nature14236

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-02T17:31:27.925762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation e1e6c06a-f1f2-4d73-8759-72608822aa98 · inbound

Finding the Needle in a Haystack: Test-Time Analog Circuit Representation Adaptation for Bayesian Optimization cites this paper.

Finding the Needle in a Haystack: Test-Time Analog Circuit Representation Adaptation for Bayesian Optimization Can an Actor-Critic Optimization Framework Improve Analog Design?

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-16T04:40:03.134179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.