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Paper Citation Record · LEDGER

Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View

As of 9 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2603.05573.

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

pith.paper-citation-record.v1
2603.05573 v2

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-15T14:39:54.624886Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

20 of 20 outbound references displayed

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  • verified fuzzy0
  • unresolved20
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  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 817cffad-29e0-4ff7-9e32-74d0543c545c · outbound

This paper cites From Imitation to Refinement -- Residual RL for Precise Assembly.

Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View From Imitation to Refinement -- Residual RL for Precise Assembly

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:aedd18b2274b5727b2b3dd58b8efd207be0a23eb7118a6460f3014e5cb4971f7

Observation 6e606a5f-20b1-423f-a571-24ebbc9f51a2 · outbound

This paper cites Billard et al.

Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View Billard et al

Reference 2

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:3163a9f52dd46ebe1d71f0f34a3b2ac416a7d842100a749e6b5789edfca19abe

Observation f3d1bc69-670d-4228-abbb-311f8baa22f2 · outbound

This paper cites Canal et al.

Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View Canal et al

Reference 3

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no resolver link, observed 2026-07-15T14:39:54.624886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:8c5bb245b407ef972ea13f4ef9f2eeebf4beb7f06c898e32a5c649c129eae612

Observation ab9d9db9-3c36-4c24-aa21-b5b382b10459 · outbound

This paper cites Codevilla et al.

Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View Codevilla et al

Reference 4

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no resolver link, observed 2026-07-15T14:39:54.624886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:dc59f20b3ecbfdefa058f1e04065747eb39f61ebc682cbae17e08946ae1e71cb

Observation f5adc45b-273e-4412-adfc-3636af6c51d8 · outbound

This paper cites Dulac-Arnold et al.

Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View Dulac-Arnold et al

Reference 5

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no resolver link, observed 2026-07-15T14:39:54.624886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:41576ad9b1afe612d384e5704cf037b7937fdc081c42c8c3d14a1ccbea041916

Observation c38fc2b4-5f0e-466c-b056-382bc2a5ee92 · outbound

This paper cites Haarnoja et al.

Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View Haarnoja et al

Reference 6

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no resolver link, observed 2026-07-15T14:39:54.624886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:aff7d52363fdd8c08678b69500d3932175907bc32b535e7e92ba7afd15da1865

Observation 1f4b8250-f416-41a9-b822-ad563e109424 · outbound

This paper cites an unresolved cited work.

Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View Unresolved cited work

Reference 7

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unresolved
no resolver link, observed 2026-07-15T14:39:54.624886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:f490c505573af4dddd7807848565213a76318adb81dd0dfbf1a4120540b27182

Observation 171deeff-4703-44fd-93b7-e80d35270a45 · outbound

This paper cites Eureka: Human-Level Reward Design via Coding Large Language Models.

Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View Eureka: Human-Level Reward Design via Coding Large Language Models

Reference 8

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no resolver link, observed 2026-07-15T14:39:54.624886Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:a64ab32557e66c47d25807fbfc89028df46db8c85491b4995129d8fa31840355

Observation 446c428b-6581-4b7d-ae5f-ad34f318d9f0 · outbound

This paper cites Mandlekar et al.

Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View Mandlekar et al

Reference 9

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no resolver link, observed 2026-07-15T14:39:54.624886Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:c9d768b265dc1fee667fdabd5f0c81eebe47af1aa613f26cee407d87619ae1fe

Observation 798bf4d6-16da-4647-8a01-6c42a535db57 · outbound

This paper cites Maroto-G´ omez et al.

Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View Maroto-G´ omez et al

Reference 10

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no resolver link, observed 2026-07-15T14:39:54.624886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:eda4ed039484dc464b11c2ecf136f9bf90f173e522ad0671c9fbcc284f36d484

Observation a770dff2-2ec6-4753-9e92-13f265fb1639 · outbound

This paper cites Nair et al.

Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View Nair et al

Reference 11

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unresolved
no resolver link, observed 2026-07-15T14:39:54.624886Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:aaf8b6e6bc81975c01c5e4b092691495e6b4abaea27ebd6988521a28c5a271ca

Observation af532f21-d8f7-4abe-8700-c1ee74d747f6 · outbound

This paper cites Nvidia omniverse isaac sim (versio n 5.0.0): Documentation and reference application for physically based robot simul ation, 2025.

Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View Nvidia omniverse isaac sim (versio n 5.0.0): Documentation and reference application for physically based robot simul ation, 2025

Reference 12

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no resolver link, observed 2026-07-15T14:39:54.624886Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:a7e5c643bd56b036e792e5207a399f572b316b2ceb8efab7a39899b33dc28a38

Observation be11ec19-47b2-4d3f-90f7-f2c08dd5bc91 · outbound

This paper cites Rajeswaran et al.

Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View Rajeswaran et al

Reference 13

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no resolver link, observed 2026-07-15T14:39:54.624886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:672ab782956a2ea933ee994b9896ac86c162606114acdecfe73fe053cc51131d

Observation 81f73369-cee8-44ba-9e47-0def41ea0960 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View Proximal Policy Optimization Algorithms

Reference 14

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no resolver link, observed 2026-07-15T14:39:54.624886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:0d660ba85b028db8bca3ee21ef8cb0d38711b8cf157e1ffb08544b5b80bfeb19

Observation 826ac3af-d391-4a2b-af29-aeebbe0c4066 · outbound

This paper cites Shenfeld et al.

Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View Shenfeld et al

Reference 15

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no resolver link, observed 2026-07-15T14:39:54.624886Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:b25c59843fa0a2f37f1b0c23fe2133af7388b275767d982e14da197acfcd9ccf

Observation 0f3df92b-1e43-44c8-ae1b-85a01110940b · outbound

This paper cites Tang et al.

Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View Tang et al

Reference 16

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no resolver link, observed 2026-07-15T14:39:54.624886Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:e8478e91318c44e7f723998d10e26d8ee409ecbc7decf247530e589dfd928242

Observation c1b67640-ff57-4152-ae1f-20bd193420e2 · outbound

This paper cites Reconciling Reality through Simulat ion: A Real-to-Sim-to-Real Approach for Robust Manipulation, March 2024.

Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View Reconciling Reality through Simulat ion: A Real-to-Sim-to-Real Approach for Robust Manipulation, March 2024

Reference 17

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unresolved
no resolver link, observed 2026-07-15T14:39:54.624886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:372224cd09fd4767e65c1ee1dc88a62601e8e6a9bf42fe33eb0635bd8ccb9d64

Observation 1d26055d-4175-400e-94e6-d290f1fdb0f5 · outbound

This paper cites Yu et al.

Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View Yu et al

Reference 18

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no resolver link, observed 2026-07-15T14:39:54.624886Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:08c3e71f9d0c5d0b0e1728c03645d905f2cd414de64645b8cc32e11cdc7a41e9

Observation 3dc2c9ee-4dd2-462b-93d7-c4480112ba5a · outbound

This paper cites Yuan et al.

Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View Yuan et al

Reference 19

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no resolver link, observed 2026-07-15T14:39:54.624886Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:0cafaec15cfbc8123f483225ecddd55f5700e6be60eb667d28576c2511836639

Observation f9bdac4e-efe3-40d4-a461-e451bf35106c · outbound

This paper cites Yuan et al.

Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View Yuan et al

Reference 20

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unresolved
no resolver link, observed 2026-07-15T14:39:54.624886Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:65904f3125b50a455e81be72fcc71839eabf150c02479067373a8ad45016d4fd

Pith citing papers

No inbound Pith citation observations are available.