Paper Citation Record · LEDGER

Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2405.01534.

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

pith.paper-citation-record.v1
2405.01534 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:58:41.644515Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T12:06:55.256038Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 4415f38c-9c56-43b7-9703-46f5b45b8545 · inbound

Monte Carlo Planning with Large Language Model for Text-Based Game Agents cites this paper.

Monte Carlo Planning with Large Language Model for Text-Based Game Agents Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks

Reference 2006

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:41.644515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74d1beda-5d17-4ad2-8bc7-b22490e7fa56 · inbound

Improving the Data-efficiency of Reinforcement Learning by Warm-starting with LLM cites this paper.

Improving the Data-efficiency of Reinforcement Learning by Warm-starting with LLM Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T21:05:21.262506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5d046f5-9430-464c-a32b-38894c703de5 · inbound

Sample Efficient Reinforcement Learning via Large Vision Language Model Distillation cites this paper.

Sample Efficient Reinforcement Learning via Large Vision Language Model Distillation Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T20:59:41.189783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ddd6aaf-4616-459e-840b-c2f2fe48c30b · inbound

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation cites this paper.

HiBerNAC: Hierarchical Brain-emulated Robotic Neural Agent Collective for Disentangling Complex Manipulation Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:32.900779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bccf207-8bad-460e-acd6-84054eb7485e · inbound

SViP: Sequencing Bimanual Visuomotor Policies with Object-Centric Motion Primitives cites this paper.

SViP: Sequencing Bimanual Visuomotor Policies with Object-Centric Motion Primitives Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:26.623217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10549dd3-a620-47d7-a082-e86f3f2ab065 · inbound

Grounding Actions in Camera Space: Observation-Centric Vision-Language-Action Policy cites this paper.

Grounding Actions in Camera Space: Observation-Centric Vision-Language-Action Policy Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T17:20:58.791408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 195496e1-79b7-473b-beae-810a615dee70 · inbound

SOLE-R1: Video-Language Reasoning as the Sole Reward for On-Robot Reinforcement Learning cites this paper.

SOLE-R1: Video-Language Reasoning as the Sole Reward for On-Robot Reinforcement Learning Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-13T16:10:12.689957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef81f952-3bd8-479f-b070-be2831fa1a8a · inbound

On-Device Robotic Planning: Eliminating Inference Redundancy for Efficient Decision-Making cites this paper.

On-Device Robotic Planning: Eliminating Inference Redundancy for Efficient Decision-Making Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:26:00.953266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5487ee06-d451-4d1a-ae21-a1ba7bdbd168 · inbound

Unleashing More Actions via Action Compositional Training for VLA Models cites this paper.

Unleashing More Actions via Action Compositional Training for VLA Models Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-02T12:06:55.257684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6fcb922e-db4f-4ef9-85e6-5914ac4bef46 · inbound

Transforming Remanufacturing Automation with Large Language Models: A Forward-Looking Analysis with Case Studies cites this paper.

Transforming Remanufacturing Automation with Large Language Models: A Forward-Looking Analysis with Case Studies Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks

Reference 126

Resolution: unresolved; no resolver link, observed 2026-08-06T14:54:47.684312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.