Paper Citation Record · LEDGER

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning

As of 19 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 18 inbound Pith citation observations for arXiv:2505.07395.

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

pith.paper-citation-record.v1
2505.07395 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:23:38.463002Z

measured 74 of 74 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 18 of 18 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:21:33.850650Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T10:58:02.450585Z

Reference resolution

56 of 56 outbound references displayed

verified exact0
verified fuzzy26
unresolved30
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d81b2626-a632-4ee6-a981-1489cd754d60 · outbound

This paper cites J., Amemiya, T., and Poirier, D.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning J., Amemiya, T., and Poirier, D

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:23:39.969406Z

Source-reported events for the cited work

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Observation fd73e060-d0a8-410b-936a-fea886400619 · outbound

This paper cites Rethinking Latent Redundancy in Behavior Cloning: An Information Bottleneck Approach for Robot Manipulation.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Rethinking Latent Redundancy in Behavior Cloning: An Information Bottleneck Approach for Robot Manipulation

Reference 2

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Source-reported events for the cited work

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Observation cee91eb9-00a6-4604-ade8-cfba22ad0e49 · outbound

This paper cites R., Finn, C., Kumar, A., and Levine, S.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning R., Finn, C., Kumar, A., and Levine, S

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:23:39.870056Z

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Observation 22de4c42-be00-43e3-9526-3916918db4d5 · outbound

This paper cites RT-1: Robotics Transformer for Real-World Control at Scale.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning RT-1: Robotics Transformer for Real-World Control at Scale

Reference 4

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Observation 5338c3d7-9f90-4e5c-87c5-42412f3b8525 · outbound

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

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control

Reference 5

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Source-reported events for the cited work

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Observation d6d85117-8429-44de-836a-150fe82db081 · outbound

This paper cites Q-transformer: Scalable offline reinforcement learning via autoregressive q-functions.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Q-transformer: Scalable offline reinforcement learning via autoregressive q-functions

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:23:39.772598Z

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Observation 6bd0aed9-ae5d-43a9-8f6f-874f6d073425 · outbound

This paper cites Decision transformer: Reinforcement learning via sequence modeling.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Decision transformer: Reinforcement learning via sequence modeling

Reference 7

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Source-reported events for the cited work

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Observation 4568e7e5-9cba-41da-81e8-7abe40e3a510 · outbound

This paper cites FDPP: Fine-tune Diffusion Policy with Human Preference.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning FDPP: Fine-tune Diffusion Policy with Human Preference

Reference 8

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Observation 1850ce8f-8b57-4595-a364-4b9ad69d9722 · outbound

This paper cites Q., Gu, A., Choromanski, K., Dao, T., Re, C., Finn, C., and Liang, P.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Q., Gu, A., Choromanski, K., Dao, T., Re, C., Finn, C., and Liang, P

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:23:39.754197Z

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Observation 7cc7e529-5615-4229-9b7e-a7f8a5f69470 · outbound

This paper cites Quar-vla: Vision-language-action model for quadruped robots.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Quar-vla: Vision-language-action model for quadruped robots

Reference 10

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Observation 186741f2-48c2-4770-9d55-8f4254443ab8 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning An image is worth 16x16 words: Transformers for image recognition at scale

Reference 11

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Observation 297986fe-ab5d-4cae-b7be-185dbdf1e4d0 · outbound

This paper cites Ego4d: Around the world in 3,000 hours of egocentric video.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Ego4d: Around the world in 3,000 hours of egocentric video

Reference 12

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Observation ed18330e-329b-432b-bc7a-086823ea5350 · outbound

This paper cites Improving Vision-Language-Action Model with Online Reinforcement Learning.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Improving Vision-Language-Action Model with Online Reinforcement Learning

Reference 13

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Observation b05ed69a-c89e-4f6d-95e6-f7390d254461 · outbound

This paper cites Masked autoencoders are scalable vision learners.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Masked autoencoders are scalable vision learners

Reference 14

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Observation c7bf6da5-ae29-40b1-80ae-004226c94dd9 · outbound

This paper cites A., Jiang, Y., Pertsch, K., and Sadigh, D.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning A., Jiang, Y., Pertsch, K., and Sadigh, D

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:23:39.714982Z

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Observation b79dc45a-b6ae-4bf7-9dc8-6e93060813df · outbound

This paper cites On transforming reinforcement learning with transformers: The development trajectory.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning On transforming reinforcement learning with transformers: The development trajectory

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:23:39.703417Z

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Observation ab7830e5-5d99-44e0-a3e7-73381ebc7019 · outbound

This paper cites Perceiver: General perception with iterative attention.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Perceiver: General perception with iterative attention

Reference 17

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Observation a5a6e0a6-f75a-46a5-ab05-1e1b7a54aa14 · outbound

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ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning and Davison, A

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:23:39.684449Z

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Observation 07812978-ab09-4749-b9bf-26be67d5a157 · outbound

This paper cites Offline reinforcement learning as one big sequence modeling problem.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Offline reinforcement learning as one big sequence modeling problem

Reference 19

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Observation d4b44a5a-7104-4565-bbe5-8f0a7a2b8082 · outbound

This paper cites Auto-Encoding Variational Bayes.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Auto-Encoding Variational Bayes

Reference 20

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Observation 2a61a712-eb1b-4a30-911d-ba3c2a8d171b · outbound

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ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Adam: A Method for Stochastic Optimization

Reference 21

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Observation 17169bb9-a7e8-4fa7-b7c0-191e50c5425d · outbound

This paper cites Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

Reference 22

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Observation 5990459f-89cd-4a25-8453-17e750c00f5f · outbound

This paper cites Gr-mg: Leveraging partially-annotated data via multi-modal goal-conditioned policy.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Gr-mg: Leveraging partially-annotated data via multi-modal goal-conditioned policy

Reference 23

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Observation cdae8d1b-3243-4ff9-963c-99559f3e166f · outbound

This paper cites R., Fu, C., Lunawat, I., Sieh, I., Kirmani, S., et al.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning R., Fu, C., Lunawat, I., Sieh, I., Kirmani, S., et al

Reference 24

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Observation f744bb64-5601-4561-bdfd-fe795f22c7ea · outbound

This paper cites Vision-language foundation models as effective robot imitators.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Vision-language foundation models as effective robot imitators

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:23:39.424345Z

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Observation 0ad9fb00-7442-47ff-b970-fb7420bd510e · outbound

This paper cites Policy Agnostic RL: Offline RL and Online RL Fine-Tuning of Any Class and Backbone.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Policy Agnostic RL: Offline RL and Online RL Fine-Tuning of Any Class and Backbone

Reference 26

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This paper cites Calvin: A benchmark for language-conditioned policy learning for long-horizon robot manipulation tasks.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Calvin: A benchmark for language-conditioned policy learning for long-horizon robot manipulation tasks

Reference 27

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This paper cites A simple neural attentive meta-learner.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning A simple neural attentive meta-learner

Reference 28

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Observation b253ed35-446c-4824-a4c7-2341dafdcc1f · outbound

This paper cites Steering your generalists: Improving robotic foundation models via value guidance.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Steering your generalists: Improving robotic foundation models via value guidance

Reference 29

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ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning L., Clark, A., Noury, S., et al

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:23:39.383102Z

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Observation 81b91287-c48b-4997-9144-7e048a0fe5cd · outbound

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ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning and Schaal, S

Reference 31

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ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Improving language understanding by generative pre-training

Reference 32

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ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Language models are unsupervised multitask learners

Reference 33

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ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., et al

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ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Orb: An efficient alternative to sift or surf

Reference 35

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Observation b0ce40dd-6fef-4418-b0d1-cd0804617b54 · outbound

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ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning M., Cui, Z., Altanzaya, A

Reference 36

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ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Perceiver-actor: A multi-task transformer for robotic manipulation

Reference 37

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ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning and Kneib, T

Reference 38

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Observation 65826f7f-3d34-4db5-becb-c96f4aaa5d80 · outbound

This paper cites Learning structured output representation using deep conditional generative models.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Learning structured output representation using deep conditional generative models

Reference 39

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ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Unresolved cited work

Reference 40

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This paper cites Predictive Inverse Dynamics Models are Scalable Learners for Robotic Manipulation.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Predictive Inverse Dynamics Models are Scalable Learners for Robotic Manipulation

Reference 41

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ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning M., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:23:38.900759Z

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ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning R., Pertsch, K., Singh, A., Doshi, R., Xu, C., Luo, J., Tan, L., Shah, D., et al

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:23:38.861289Z

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Observation 68b44bdc-7ea0-482b-8413-45e5d10e718d · outbound

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ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Unleashing large-scale video generative pre-training for visual robot manipulation

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:23:38.849427Z

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ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Q-learning decision transformer: Leveraging dynamic programming for conditional sequence modelling in offline rl

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:23:38.838948Z

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Observation 73d218b7-20c0-4c61-ad9b-7cf07b3e2fd0 · outbound

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ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Unresolved cited work

Reference 46

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This paper cites Fine-tuning large vision-language models as decision-making agents via reinforcement learning.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Fine-tuning large vision-language models as decision-making agents via reinforcement learning

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:23:38.814517Z

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ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Gevrm: Goal-expressive video generation model for robust visual manipulation

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:23:38.802473Z

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Observation db90d032-b74d-4557-96c4-0af617f3c082 · outbound

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ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 49

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ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning GRAPE: Generalizing Robot Policy via Preference Alignment

Reference 50

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ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning MoRE: Unlocking Scalability in Reinforcement Learning for Quadruped Vision-Language-Action Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T22:23:38.441923Z

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Unavailable: canonical work link unavailable.

Observation ca0991dc-f767-4045-b7b2-9ed6407bc61f · outbound

This paper cites Cobra: Extending mamba to multi-modal large language model for efficient inference.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Cobra: Extending mamba to multi-modal large language model for efficient inference

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:23:38.790473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 03d041fd-08f0-4ee3-b0a5-06595dc8bdf2 · outbound

This paper cites Z., Kumar, V., Levine, S., and Finn, C.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Z., Kumar, V., Levine, S., and Finn, C

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:23:38.778807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f2830b1b-9a35-43be-a180-a67405add26c · outbound

This paper cites VLMPC: Vision-Language Model Predictive Control for Robotic Manipulation.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning VLMPC: Vision-Language Model Predictive Control for Robotic Manipulation

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T22:23:38.454169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16252e3b-0a58-48ff-81eb-f18ce7d9c8d4 · outbound

This paper cites Reinformer: Max-return sequence modeling for offline rl.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning Reinformer: Max-return sequence modeling for offline rl

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:23:38.765137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1e2868eb-c493-46c3-a766-9567903f8102 · outbound

This paper cites write newline.

ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning write newline

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T22:23:38.463002Z

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Pith citing papers

Observation f8242117-8a14-46ff-ae95-392ce66d0a13 · inbound

DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World Knowledge cites this paper.

DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World Knowledge ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-05-16T15:42:41.537376Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c66a75f6-4f55-462d-b786-087c9b8bb200 · inbound

Balancing Signal and Variance: Adaptive Offline RL Post-Training for VLA Flow Models cites this paper.

Balancing Signal and Variance: Adaptive Offline RL Post-Training for VLA Flow Models ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T10:30:23.670740Z

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Unavailable: canonical work link unavailable.

Observation b238a55e-34d0-4fb5-95dd-100149216de7 · inbound

SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning cites this paper.

SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-15T08:02:11.476545Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d08cfec4-c1cb-4bae-bf72-fc7ef786730d · inbound

Reflection-Based Task Adaptation for Self-Improving VLA cites this paper.

Reflection-Based Task Adaptation for Self-Improving VLA ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-18T07:31:03.004105Z

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Observation 6d5112d9-a223-45d5-b35a-5d646bf21542 · inbound

RESample: A Robust Data Augmentation Framework via Exploratory Sampling for Robotic Manipulation cites this paper.

RESample: A Robust Data Augmentation Framework via Exploratory Sampling for Robotic Manipulation ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-18T06:10:57.885080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 37ede198-ccbb-4e82-8840-ba52aa4f84de · inbound

PALM: Progress-Aware Policy Learning via Affordance Reasoning for Long-Horizon Robotic Manipulation cites this paper.

PALM: Progress-Aware Policy Learning via Affordance Reasoning for Long-Horizon Robotic Manipulation ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning

Reference 140

Resolution: verified exact; arxiv_id, observed 2026-05-16T15:08:02.066009Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1c4f0099-2dba-4ff9-9d32-ec0d63228022 · inbound

TwinRL: Digital Twin-Driven Reinforcement Learning for Real-World Robotic Manipulation cites this paper.

TwinRL: Digital Twin-Driven Reinforcement Learning for Real-World Robotic Manipulation ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-05-21T13:14:10.855213Z

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Observation 321b86d1-5eed-46f6-a098-d73b5d0b554c · inbound

StemVLA:An Open-Source Vision-Language-Action Model with Future 3D Spatial Geometry Knowledge and 4D Historical Representation cites this paper.

StemVLA:An Open-Source Vision-Language-Action Model with Future 3D Spatial Geometry Knowledge and 4D Historical Representation ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T20:18:04.979225Z

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Unavailable: canonical work link unavailable.

Observation 6ba3c3cd-4b12-4fc0-8d13-ee1f6e1ad928 · inbound

LaST-R1: Reinforcing Robotic Manipulation via Adaptive Physical Latent Reasoning cites this paper.

LaST-R1: Reinforcing Robotic Manipulation via Adaptive Physical Latent Reasoning ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:31:30.096541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b2b82c7c-070e-4ca8-8e1d-f45cf95e2a49 · inbound

LaST-R1: Reinforcing Robotic Manipulation via Adaptive Physical Latent Reasoning cites this paper.

LaST-R1: Reinforcing Robotic Manipulation via Adaptive Physical Latent Reasoning ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:17:02.198797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5819ec13-c2ef-458d-8f86-5893c18ef4ba · inbound

UniSteer: Unified Noise Steering for Efficient Human-Guided VLA Adaptation cites this paper.

UniSteer: Unified Noise Steering for Efficient Human-Guided VLA Adaptation ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:36:25.578290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e3e5fe0a-73e0-4428-bc64-70cf4365a2fa · inbound

UniSteer: Unified Noise Steering for Efficient Human-Guided VLA Adaptation cites this paper.

UniSteer: Unified Noise Steering for Efficient Human-Guided VLA Adaptation ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T14:26:01.304251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77b418a6-9f82-4068-b1f8-85f3cae0753a · inbound

DyGRO-VLA: Cross-Task Scaling of Vision-Language-Action Models via Dynamic Grouped Residual Optimization cites this paper.

DyGRO-VLA: Cross-Task Scaling of Vision-Language-Action Models via Dynamic Grouped Residual Optimization ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning

Reference 128

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T12:43:17.169177Z

Source-reported events for the cited work

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Observation 2aba851c-7989-457d-b80a-8791c46b43f3 · inbound

Towards Precise Intent-Aligned VLA Aerial Navigation via Expert-Guided GRPO cites this paper.

Towards Precise Intent-Aligned VLA Aerial Navigation via Expert-Guided GRPO ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-01T23:16:24.693966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f61402ca-53f0-424d-bf3d-0a3cb94b4151 · inbound

AffordanceVLA: A Vision-Language-Action Model Empowering Action Generation through Affordance-Aware Understanding cites this paper.

AffordanceVLA: A Vision-Language-Action Model Empowering Action Generation through Affordance-Aware Understanding ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning

Reference 79

Resolution: verified exact; arxiv_id, observed 2026-07-02T13:16:59.232666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cc05ce28-d0e3-4d64-b7e0-b6f3e8a8021d · inbound

Trust Your Instincts: Confidence-Driven Test-Time RL for Vision-Language-Action Models cites this paper.

Trust Your Instincts: Confidence-Driven Test-Time RL for Vision-Language-Action Models ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning

Reference 46

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T06:04:21.133975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2f875ee7-edc0-4df3-91ac-47724e5736f8 · inbound

WorldSample: Closed-loop Real-robot RL with World Modelling cites this paper.

WorldSample: Closed-loop Real-robot RL with World Modelling ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-03T10:58:02.452017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 899c45df-f990-45da-8988-4ce91fb96a9d · inbound

Temporal GRPO: Beyond Trajectory-Level Credit in Vision-Language-Action Reinforcement Learning cites this paper.

Temporal GRPO: Beyond Trajectory-Level Credit in Vision-Language-Action Reinforcement Learning ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T18:21:33.850650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.