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Paper Citation Record · LEDGER

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

As of 16 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 2026-08-16T06:30:59.297886+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=sha256:509bf4acb4a581566ed128adeba2d3414eb972f3bc1fe37a606dab5a68f7fb54

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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source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:52f4f540d6372136edc2755a7cb6f02509881474205c50ae61c0910a20706a3d

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:d5a25b2d2cb1284155304a1ba63218317b21ef4e588d974cd5e4c74ff1915b3e

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:9224850fbc2c9fb14bfd39db6a4597890e282137c3f6f46c7da62fe3e6c70495

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=sha256:0886fccbf8e608d6b95ff19f24816718dd5f1f6649204d6be97e5b43a6f3674d

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:4ca097ed247350cfa9f574ee0e8464b83a86de22a7983a5188b9429c1f482e86

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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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:b58318284db8a6f14fa5d7e802ccbb6d3d1430a281b732ee4be0a34adffd335b

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:b43b581ad5b309a04f3ba7cfb268acdad797bb9ea934951d9d2820646236c064

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=sha256:9bdb88d5c147878a20c81cafbfa465c6a4ca0e03938d80f0f689533c2aeae9fe

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

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source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:dbc444079d52ac7568391387497e81506f7281b063c3ddc14ca56dfd4e9e64f3

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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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=sha256:0917be14aa73350c451d8ff5837fdafee03f6844ce7e77e9330b6392408bdbf6

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:02001957826ef4650d30db089f743aa7afe926aa7789877fd668414a4a37dc27

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=sha256:0c6a685e9ec44afc75e8edc5cb65a21a9c81dae68f5ea14f1d7babbed8dd386b

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=sha256:599894c2a5591f70a224c0642585d86530d6bfcde0283d3f2af2e6b683d5279b

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=sha256:121bf705ceb738d8258e3f0ba4ff1cd95d9597988b6a4d42425f90b9a79e5fd2

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=sha256:1a6d06881d318265527383c357ddc74a9160bb8484eb6a8e8144482eb3a5aa51

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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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=sha256:3ed9ff03065fecad9b8d83d5cdbfc1fcc72a91b04a0cbbc0e5fda6fe3c8afdc1

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=sha256:58d4bec39835081623eeaa39732ea082e8a3e6a60d11b529723b86fa8bc8a0f0

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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source=pdf_text observed=2026-07-15T14:39:54.624886Z digest=sha256:5b6dac125980e3cd547f3c2d3de879253002695030f95e71ab6fe77a48997404

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=sha256:90f377fa0ee0fb154b87a58265477f7639604be5ec33cbc73309670752b3d243

Pith citing papers

No inbound Pith citation observations are available.