Pith. sign in

Paper Citation Record · LEDGER

Plan Right, Then Plan Tight: Symbolic RL for Efficient Embodied Reasoning

As of 6 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2606.31260.

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

pith.paper-citation-record.v1
2606.31260 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-01T05:20:28.149651Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

13 of 13 outbound references displayed

  • verified exact1
  • verified fuzzy6
  • unresolved1
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c195842c-554d-43fe-b61d-cbb3e5c8d8df · outbound

This paper cites LLM+P: Empowering Large Language Models with Optimal Planning Proficiency.

Plan Right, Then Plan Tight: Symbolic RL for Efficient Embodied Reasoning LLM+P: Empowering Large Language Models with Optimal Planning Proficiency

Reference 1

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T10:35:42.488017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-01T05:20:28.149651Z digest=sha256:1b93f8f33ce718cc2e541096477c8e961b5ca578d64e47f7d9dce46d00b879c7

Observation f6124dd5-3be3-486f-9d8a-e72b718fcf0f · outbound

This paper cites SayPlan: Grounding Large Language Models using 3D Scene Graphs for Scalable Robot Task Planning.

Plan Right, Then Plan Tight: Symbolic RL for Efficient Embodied Reasoning SayPlan: Grounding Large Language Models using 3D Scene Graphs for Scalable Robot Task Planning

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T10:35:42.485449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-01T05:20:28.149651Z digest=sha256:dd9755e06abe998f036fdaf47c52ebf7b3f9d13fa9e3f9795e6ffde26fbdf1b3

Observation fcae054a-3479-4b2c-b639-0c8ad7d2e545 · outbound

This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.

Plan Right, Then Plan Tight: Symbolic RL for Efficient Embodied Reasoning Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-07-01T10:35:42.482687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-01T05:20:28.149651Z digest=sha256:58286b7756f973aece68ae5a8cac37b7ded968cb61ebf5f27e88fa6ba3137b80

Observation d2e8dcbf-29a6-4711-bed5-0b2f905ac35c · outbound

This paper cites Qwen3 Technical Report.

Plan Right, Then Plan Tight: Symbolic RL for Efficient Embodied Reasoning Qwen3 Technical Report

Reference 4

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T10:35:42.480156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-01T05:20:28.149651Z digest=sha256:e0e9257f8970e8ce5915b851ed1fad541af5806b7073e59920c5680551b4b673

Observation 51fb31a8-f8cb-420b-8e94-e0bdcc36ca26 · outbound

This paper cites Brianna Zitkovich, Tianhe Yu, Sichun Xu, Peng Xu, Ted Xiao, Fei Xia, Jialin Wu, Paul Wohlhart, Stefan Welker, Ayzaan Wahid, and 1 others.

Plan Right, Then Plan Tight: Symbolic RL for Efficient Embodied Reasoning Brianna Zitkovich, Tianhe Yu, Sichun Xu, Peng Xu, Ted Xiao, Fei Xia, Jialin Wu, Paul Wohlhart, Stefan Welker, Ayzaan Wahid, and 1 others

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T22:12:56.606572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-01T05:20:28.149651Z digest=sha256:e991b76c5c16eaf5fdcecc9cea9a6dccdf9ae82541b53c4321f8e08e29317154

Observation 7497dc9a-c2e8-4623-8a24-51606ee18be6 · outbound

This paper cites repeated for 4 baskets Goal for each basket: inside(candle, basket) inside(cookie, basket) inside(cheese, basket) inside(bow, basket).

Plan Right, Then Plan Tight: Symbolic RL for Efficient Embodied Reasoning repeated for 4 baskets Goal for each basket: inside(candle, basket) inside(cookie, basket) inside(cheese, basket) inside(bow, basket)

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T22:12:56.608680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-01T05:20:28.149651Z digest=sha256:3429d818a0d34ae618a5db240c354bb3ba57a55592f404df8076b3e1f3f43ac7

Observation ac4daa33-8cc7-4114-a18e-a9532698607a · outbound

This paper cites Track hand state internally; grasp needs a free hand; place_* needs holding object.

Plan Right, Then Plan Tight: Symbolic RL for Efficient Embodied Reasoning Track hand state internally; grasp needs a free hand; place_* needs holding object

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T22:12:56.607334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-01T05:20:28.149651Z digest=sha256:12f205c06a57463a22d912fdebe17a8473247deb69717e9f74da37b0819fa27a

Observation 2ccfb98b-0438-49dd-9e69-55cb19a69189 · outbound

This paper cites </think> Executable plan <answer><steps>.

Plan Right, Then Plan Tight: Symbolic RL for Efficient Embodied Reasoning </think> Executable plan <answer><steps>

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T22:12:56.616152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-01T05:20:28.149651Z digest=sha256:c1c6bc8ec9c5448c6ac57c81ea918f0aaccacdce5205103b94ae9791bc70559f

Observation 8c795a5d-d7ee-466c-aca6-2fcc3d3110c7 · outbound

This paper cites an unresolved cited work.

Plan Right, Then Plan Tight: Symbolic RL for Efficient Embodied Reasoning Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-07-06T22:12:56.610535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-01T05:20:28.149651Z digest=sha256:0b6863217d4b92e3fd486c4b2f0ac158de09a2e38e658c992ee825190e8108b3

Observation b2b2c526-4acf-4a30-b501-148d9503eeec · outbound

This paper cites 20 steps total </steps><code> navigate(table_1) grasp(candle_1) place_inside(candle_1,basket_1).

Plan Right, Then Plan Tight: Symbolic RL for Efficient Embodied Reasoning 20 steps total </steps><code> navigate(table_1) grasp(candle_1) place_inside(candle_1,basket_1)

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T22:12:56.614284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-01T05:20:28.149651Z digest=sha256:f5ad320846631f3b7d528dc81a9719b0749134eb8893af9555ac38ab25c72df0

Observation 08db4bc9-55da-4122-ba72-a6df89753e52 · outbound

This paper cites Uncovered goal predicates.

Plan Right, Then Plan Tight: Symbolic RL for Efficient Embodied Reasoning Uncovered goal predicates

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T22:12:56.612385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-01T05:20:28.149651Z digest=sha256:55945efb0392101a40fce47690c2b6205478ae7c4cc29177831df337e400c826

Observation 460a572b-106c-423e-bd86-ce3adcd8996a · outbound

This paper cites Goal completion is reported as a fraction, and error rate is reported in percent.

Plan Right, Then Plan Tight: Symbolic RL for Efficient Embodied Reasoning Goal completion is reported as a fraction, and error rate is reported in percent

Reference 12

Resolution
malformed identifier
raw_fallback, observed 2026-07-06T22:12:56.600752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-01T05:20:28.149651Z digest=sha256:78729f54ffa90c47971e625727158a3c594919071e3769729a990150c4d1f8ad

Observation ac08dc05-ba37-4bc9-b936-3097f253cb5e · outbound

This paper cites some- times pass.

Plan Right, Then Plan Tight: Symbolic RL for Efficient Embodied Reasoning some- times pass

Reference 13

Resolution
malformed identifier
raw_fallback, observed 2026-07-06T22:12:56.604626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-01T05:20:28.149651Z digest=sha256:cd19f12cf54eed8a09d6eda5dc1efb740c627cbf43c88f7af93ed76f8db873f7

Pith citing papers

No inbound Pith citation observations are available.