Paper Citation Record · LEDGER

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks

As of 18 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 12 inbound Pith citation observations for arXiv:2506.00411.

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

pith.paper-citation-record.v1
2506.00411 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:11:53.760420Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T05:32:20.472823Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T11:08:03.086630Z

Reference resolution

55 of 55 outbound references displayed

verified exact1
verified fuzzy2
unresolved52
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4a2af5aa-9214-4678-b52c-ff461c051d81 · outbound

This paper cites Do As I Can, Not As I Say: Grounding Language in Robotic Affordances.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Do As I Can, Not As I Say: Grounding Language in Robotic Affordances

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:50.402461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a77ad4cb-596c-4755-9d43-0fc6784262a7 · outbound

This paper cites Flamingo: a visual language model for few-shot learning.Advances in neural information processing systems, 35: 23716–23736, 2022.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Flamingo: a visual language model for few-shot learning.Advances in neural information processing systems, 35: 23716–23736, 2022

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:50.464311Z

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Observation 611eeb08-4644-4e15-a778-1ea7082f4471 · outbound

This paper cites OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:50.538884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cff18067-3996-452b-bbe3-4b916fb73641 · outbound

This paper cites RT-H: Action Hierarchies Using Language.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks RT-H: Action Hierarchies Using Language

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:50.638916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2625f32f-eb50-44d3-b841-6476248aa767 · outbound

This paper cites PaliGemma: A versatile 3B VLM for transfer.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks PaliGemma: A versatile 3B VLM for transfer

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:50.724857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f68be341-bf14-4d2a-a232-7818b06184ca · outbound

This paper cites $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:50.793559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95deca43-e5e2-464d-9bda-785345e02078 · outbound

This paper cites RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:50.866410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95e8f96c-6bd4-4f52-ad50-8481b3b626d0 · outbound

This paper cites GR-2: A Generative Video-Language-Action Model with Web-Scale Knowledge for Robot Manipulation.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks GR-2: A Generative Video-Language-Action Model with Web-Scale Knowledge for Robot Manipulation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:50.945418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bce84f4-9a64-4654-ab50-1a81f0449008 · outbound

This paper cites Automating Robot Failure Recovery Using Vision-Language Models With Optimized Prompts.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Automating Robot Failure Recovery Using Vision-Language Models With Optimized Prompts

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:51.017370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e027e3ac-455f-4719-bcb7-ec0c4b1b4b45 · outbound

This paper cites PaLI-3 Vision Language Models: Smaller, Faster, Stronger.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks PaLI-3 Vision Language Models: Smaller, Faster, Stronger

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:51.104029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 396dad35-108d-4f25-beea-2953d1be9b1d · outbound

This paper cites NaVILA: Legged Robot Vision-Language-Action Model for Navigation.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks NaVILA: Legged Robot Vision-Language-Action Model for Navigation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:51.175126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1948774a-2fca-4c78-93aa-6210970583db · outbound

This paper cites RACER: Rich Language-Guided Failure Recovery Policies for Imitation Learning.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks RACER: Rich Language-Guided Failure Recovery Policies for Imitation Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:51.255771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3fc4e88-3361-40d0-9bef-a5335e1f2455 · outbound

This paper cites Palm-e: An embodied multimodal language model.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Palm-e: An embodied multimodal language model

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:51.332588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f21d51c6-ae7e-4ddd-b8f0-221e2238bedd · outbound

This paper cites A survey of embodied ai: From simulators to research tasks.IEEE Transactions on Emerging Topics in Computational Intelligence, 6(2):230–244, 2022.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks A survey of embodied ai: From simulators to research tasks.IEEE Transactions on Emerging Topics in Computational Intelligence, 6(2):230–244, 2022

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:51.411720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 494d03c6-01c8-4a84-bd5f-6d0f74311564 · outbound

This paper cites Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:51.503670Z

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Unavailable: canonical work link unavailable.

Observation e0d22152-43ea-4d7b-a36d-d572447164f7 · outbound

This paper cites SAM2Point: Segment Any 3D as Videos in Zero-shot and Promptable Manners.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks SAM2Point: Segment Any 3D as Videos in Zero-shot and Promptable Manners

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:51.580798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c15d737-1812-4af8-ba9e-405a1fe6fea4 · outbound

This paper cites Lora: Low-rank adaptation of large language models.ICLR, 1 (2):3, 2022.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Lora: Low-rank adaptation of large language models.ICLR, 1 (2):3, 2022

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:51.657514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d3a4d0f-abc1-438d-8dbb-3e89c20b1864 · outbound

This paper cites Look Before You Leap: Unveiling the Power of GPT-4V in Robotic Vision-Language Planning.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Look Before You Leap: Unveiling the Power of GPT-4V in Robotic Vision-Language Planning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:51.749872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f686ef96-63b8-4e2e-bac4-d26f9da7dd92 · outbound

This paper cites Inner Monologue: Embodied Reasoning through Planning with Language Models.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Inner Monologue: Embodied Reasoning through Planning with Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:51.808027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 557ec476-913e-47e3-8b7f-4c041f2747f7 · outbound

This paper cites $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:51.879427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c84b103-0336-4f5d-8135-47005bbcd31d · outbound

This paper cites Rlbench: The robot learning benchmark & learning environment.IEEE Robotics and Automation Letters, 5(2): 3019–3026, 2020.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Rlbench: The robot learning benchmark & learning environment.IEEE Robotics and Automation Letters, 5(2): 3019–3026, 2020

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:51.933742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 820a1bc0-e137-4067-9af1-de82658f6d3c · outbound

This paper cites VIMA: General Robot Manipulation with Multimodal Prompts.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks VIMA: General Robot Manipulation with Multimodal Prompts

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:51.991716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65712fe7-bfe9-44b7-b52b-5f09f8b515d4 · outbound

This paper cites Prismatic vlms: Investigating the design space of visually-conditioned language models.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Prismatic vlms: Investigating the design space of visually-conditioned language models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:52.049828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb2a4c9e-8674-4c17-9c5b-62aca763dcf9 · outbound

This paper cites OpenVLA: An Open-Source Vision-Language-Action Model.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks OpenVLA: An Open-Source Vision-Language-Action Model

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:52.108675Z

Source-reported events for the cited work

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Observation 3e511f46-d589-4f42-b24f-5c5beb0ba397 · outbound

This paper cites Interactive Task Planning with Language Models.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Interactive Task Planning with Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:52.169199Z

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Unavailable: canonical work link unavailable.

Observation 3b256970-321e-4233-a30c-d662d2bc37dd · outbound

This paper cites What Matters in Building Vision-Language-Action Models for Generalist Robots.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks What Matters in Building Vision-Language-Action Models for Generalist Robots

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:52.234021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae26849b-d5ab-43d1-9fc1-9ea2f5737a9c · outbound

This paper cites HAMSTER: Hierarchical Action Models For Open-World Robot Manipulation.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks HAMSTER: Hierarchical Action Models For Open-World Robot Manipulation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:52.289000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6a8cf29-9d17-40d7-bbfd-907b591e9eae · outbound

This paper cites Code as policies: Language model programs for embodied control.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Code as policies: Language model programs for embodied control

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:52.345413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cedec1a-53b2-46fd-b1a4-90fde3db3aa3 · outbound

This paper cites Visual instruction tuning.Advances in neural information processing systems, 36:34892–34916, 2023.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Visual instruction tuning.Advances in neural information processing systems, 36:34892–34916, 2023

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:52.417895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2b24dac-6fca-4be1-be34-5526efb36c12 · outbound

This paper cites Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:52.474356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3386d76e-45b7-452b-8eaf-5b90a4ccebaf · outbound

This paper cites Decoupled Weight Decay Regularization.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Decoupled Weight Decay Regularization

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:52.542027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27dcc32e-f1f9-41ff-82c6-e4dcf848fd98 · outbound

This paper cites Embodied Long Horizon Manipulation with Closed-loop Code Generation and Incremental Few-shot Adaptation.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Embodied Long Horizon Manipulation with Closed-loop Code Generation and Incremental Few-shot Adaptation

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:11:54.106121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 19d7957c-ead7-4c6a-af9c-1d95c5e5b4f9 · outbound

This paper cites PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:52.663287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 926c4d49-089e-447c-ae47-79f582e9e696 · outbound

This paper cites Open x- embodiment: Robotic learning datasets and rt-x models: Open x-embodiment collaboration 0.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Open x- embodiment: Robotic learning datasets and rt-x models: Open x-embodiment collaboration 0

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:52.737739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8482fb7b-520f-41f1-9783-1f9b55ce32c6 · outbound

This paper cites Learning transferable visual models from natural language supervision.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Learning transferable visual models from natural language supervision

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:52.813700Z

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Unavailable: canonical work link unavailable.

Observation adf29dd0-4804-45d4-b563-50b5267c01ba · outbound

This paper cites Deepspeed: System optimizations enable training deep learning models with over 100 billion parameters.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Deepspeed: System optimizations enable training deep learning models with over 100 billion parameters

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:52.870099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e9729c2-9d0d-48c4-a8b2-d8135faa509e · outbound

This paper cites Yell At Your Robot: Improving On-the-Fly from Language Corrections.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Yell At Your Robot: Improving On-the-Fly from Language Corrections

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:52.939905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5a57f0c-fb57-4e52-a7ed-b5d87fcc5baa · outbound

This paper cites Cliport: What and where pathways for robotic manipulation.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Cliport: What and where pathways for robotic manipulation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:52.996432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62ae627e-101d-4083-93a9-756881a0c8a7 · outbound

This paper cites Octo: An Open-Source Generalist Robot Policy.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Octo: An Open-Source Generalist Robot Policy

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:53.054561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26fcc7d7-4dd4-4a28-b637-5c9c9505445e · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:53.109639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1333bbd0-2651-4b57-b84e-918508fb06b2 · outbound

This paper cites KARMA: Augmenting Embodied AI Agents with Long-and-short Term Memory Systems.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks KARMA: Augmenting Embodied AI Agents with Long-and-short Term Memory Systems

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:53.136088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 267028b0-7e69-49df-8662-1eedb1064a11 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Chain-of-thought prompting elicits reasoning in large language models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:53.156816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ecbe182-66c7-4eb9-b7b9-233a0db0521f · outbound

This paper cites Diffusion-VLA: Generalizable and Interpretable Robot Foundation Model via Self-Generated Reasoning.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Diffusion-VLA: Generalizable and Interpretable Robot Foundation Model via Self-Generated Reasoning

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:53.176992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d1168fb-ecff-4995-826c-eccec69fc6f6 · outbound

This paper cites DexVLA: Vision-Language Model with Plug-In Diffusion Expert for General Robot Control.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks DexVLA: Vision-Language Model with Plug-In Diffusion Expert for General Robot Control

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:53.199045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0777f90-df48-4f56-927b-3d6696670cd4 · outbound

This paper cites Embodied Task Planning with Large Language Models.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Embodied Task Planning with Large Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:53.224883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dadc5fd-e2b5-4f32-a48f-cc3b5ba8e226 · outbound

This paper cites Guiding Long-Horizon Task and Motion Planning with Vision Language Models.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Guiding Long-Horizon Task and Motion Planning with Vision Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:53.248800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d053f5ef-cf53-42ef-8fd1-0ad9ef18c56b · outbound

This paper cites Meta-world: A benchmark and evaluation for multi-task and meta reinforcement learning.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Meta-world: A benchmark and evaluation for multi-task and meta reinforcement learning

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:53.279922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99ab15d2-1cd4-40ce-95ac-854b15e2e5fd · outbound

This paper cites Robotic Control via Embodied Chain-of-Thought Reasoning.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Robotic Control via Embodied Chain-of-Thought Reasoning

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:53.309841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32a1e977-58cf-4ec1-aef5-422dc7c48f00 · outbound

This paper cites Transporter networks: Rearranging the visual world for robotic manipulation.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Transporter networks: Rearranging the visual world for robotic manipulation

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:53.341794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 029dc6b2-2290-4ed4-a692-683e44f7cde3 · outbound

This paper cites LoHoRavens: A Long-Horizon Language-Conditioned Benchmark for Robotic Tabletop Manipulation.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks LoHoRavens: A Long-Horizon Language-Conditioned Benchmark for Robotic Tabletop Manipulation

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:53.410773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04cad5a2-d5bb-4cd1-aa82-961911dc6ef4 · outbound

This paper cites VLABench: A Large-Scale Benchmark for Language-Conditioned Robotics Manipulation with Long-Horizon Reasoning Tasks.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks VLABench: A Large-Scale Benchmark for Language-Conditioned Robotics Manipulation with Long-Horizon Reasoning Tasks

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:53.465809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c0fcf83-bbca-43ca-b251-01076d826155 · outbound

This paper cites Erra: An embodied representation and reasoning architecture for long-horizon language- conditioned manipulation tasks.IEEE Robotics and Automation Letters, 8(6):3230–3237, 2023.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Erra: An embodied representation and reasoning architecture for long-horizon language- conditioned manipulation tasks.IEEE Robotics and Automation Letters, 8(6):3230–3237, 2023

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:54.804295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7b5230cb-1021-4eb9-8fd9-e7342d94e7e3 · outbound

This paper cites CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:53.612115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5853545-59f4-46b9-b4bb-6d32d1843908 · outbound

This paper cites Isr-llm: Iterative self-refined large language model for long-horizon sequential task planning.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Isr-llm: Iterative self-refined large language model for long-horizon sequential task planning

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:54.486441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2fe3bc54-3dad-47d6-97a8-3fb0fa87f083 · outbound

This paper cites robosuite: A Modular Simulation Framework and Benchmark for Robot Learning.

LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks robosuite: A Modular Simulation Framework and Benchmark for Robot Learning

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:53.760420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 997d3490-1325-4a65-8c76-7513290a445c · inbound

Large VLM-based Vision-Language-Action Models for Robotic Manipulation: A Survey cites this paper.

Large VLM-based Vision-Language-Action Models for Robotic Manipulation: A Survey LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks

Reference 106

Resolution: verified exact; arxiv_id, observed 2026-05-17T20:28:16.118267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e8d5e4cc-5464-4f4e-af06-f03fa3161f38 · inbound

Steerable Vision-Language-Action Policies for Embodied Reasoning and Hierarchical Control cites this paper.

Steerable Vision-Language-Action Policies for Embodied Reasoning and Hierarchical Control LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-15T22:06:43.006415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fec2673b-f60e-44eb-bda3-4d0186d6a3ea · inbound

RoboStream: Weaving Spatio-Temporal Reasoning with Memory in Vision-Language Models for Robotics cites this paper.

RoboStream: Weaving Spatio-Temporal Reasoning with Memory in Vision-Language Models for Robotics LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks

Reference 62

Resolution: unresolved; no resolver link, observed 2026-07-14T21:59:30.885343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 828b5d19-bd5e-441f-8931-da55b7502848 · inbound

Open-Loop Planning, Closed-Loop Verification: Speculative Verification for VLA cites this paper.

Open-Loop Planning, Closed-Loop Verification: Speculative Verification for VLA LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-13T19:48:11.475227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6dc473a3-1204-429a-bf56-f4debac64faa · inbound

Mastering PokeGym: Graph-Guided Multimodal Evolution at Test Time cites this paper.

Mastering PokeGym: Graph-Guided Multimodal Evolution at Test Time LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks

Reference 86

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:41:00.470165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fc4d610d-b7e9-4f44-91bd-fa748b1f2c2e · inbound

Mastering PokeGym: Graph-Guided Multimodal Evolution at Test Time cites this paper.

Mastering PokeGym: Graph-Guided Multimodal Evolution at Test Time LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-04T05:32:20.472823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3e491ca-6df3-4e6a-8276-241a1931768e · inbound

ST-$\pi$: Structured SpatioTemporal VLA for Robotic Manipulation cites this paper.

ST-$\pi$: Structured SpatioTemporal VLA for Robotic Manipulation LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:40:19.846507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e6720793-1822-43d3-89f0-542ec16861f6 · inbound

Towards Long-horizon Embodied Agents with Tool-Aligned Vision-Language-Action Models cites this paper.

Towards Long-horizon Embodied Agents with Tool-Aligned Vision-Language-Action Models LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-14T18:37:35.551039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fb1f5b37-0eb1-4e8f-8cfb-d3a8159b8376 · inbound

Safe Embodied AI for Long-horizon Tasks: A Cross-layer Analysis of Robotic Manipulation cites this paper.

Safe Embodied AI for Long-horizon Tasks: A Cross-layer Analysis of Robotic Manipulation LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks

Reference 280

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T12:56:56.738255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 402cf453-63ce-463a-b2f4-a06344575e19 · inbound

DIRECT: When and Where Should You Allocate Test-Time Compute in Embodied Planners? cites this paper.

DIRECT: When and Where Should You Allocate Test-Time Compute in Embodied Planners? LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-03T11:08:03.088305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4e08cc78-0e59-4138-aeab-62b2d17b03af · inbound

$\mu$VLA: On Recurrent Memory for Partially Observable Manipulation in VLA Models cites this paper.

$\mu$VLA: On Recurrent Memory for Partially Observable Manipulation in VLA Models LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-07-03T08:17:45.702600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6307be61-d675-45f9-a719-c1b73bd6ef7b · inbound

LENS: LLM-guided Environment Simplification for Planning and Control in Clutter cites this paper.

LENS: LLM-guided Environment Simplification for Planning and Control in Clutter LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T12:14:50.679321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.