Paper Citation Record · LEDGER

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation

As of 7 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 3 inbound Pith citation observations for arXiv:2512.18368.

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

pith.paper-citation-record.v1
2512.18368 v2

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T15:05:06.742686Z

measured 57 of 57 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T22:35:06.034052Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T13:49:51.130457Z

Reference resolution

54 of 54 outbound references displayed

verified exact0
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External citation measurements

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Outbound references

Observation fe52d95a-d494-4a56-b5ee-ec80c9c45749 · outbound

This paper cites GPT-4 Technical Report.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:01.727975Z

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Observation 384aca80-181a-45a0-93e7-fffcd6613991 · outbound

This paper cites OPAL: Offline Primitive Discovery for Accelerating Offline Reinforcement Learning.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation OPAL: Offline Primitive Discovery for Accelerating Offline Reinforcement Learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:01.788849Z

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Observation c9b7adf5-bfa5-4586-8a25-4c474c9dbd54 · outbound

This paper cites Qwen2.5-VL Technical Report.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Qwen2.5-VL Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:01.874254Z

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Observation 67367e29-56a6-4d5b-b4a5-da50fc355638 · outbound

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

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:01.956136Z

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Observation 10b4e431-09c5-49bf-8edf-58dd02851d4e · outbound

This paper cites Latent-Variable Advantage-Weighted Policy Optimization for Offline RL.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Latent-Variable Advantage-Weighted Policy Optimization for Offline RL

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:02.040385Z

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Observation 7720cdc7-a46e-4949-90f2-cc086b60de62 · outbound

This paper cites Deco: Task decomposition and skill composition for zero- shot generalization in long-horizon 3d manipulation.arXiv preprint arXiv:2505.00527, 2025.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Deco: Task decomposition and skill composition for zero- shot generalization in long-horizon 3d manipulation.arXiv preprint arXiv:2505.00527, 2025

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:02.123954Z

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Observation a4329e92-e2fc-4fe7-8e25-ebd7fb7e9a89 · outbound

This paper cites Diffusion policy: Visuomotor policy learning via action dif- fusion.The International Journal of Robotics Research, page 02783649241273668, 2023.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Diffusion policy: Visuomotor policy learning via action dif- fusion.The International Journal of Robotics Research, page 02783649241273668, 2023

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:02.206022Z

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Observation cc65ec1f-b2b5-4d86-9486-5ab5b0de594d · outbound

This paper cites Dynamic Contrastive Skill Learning with State-Transition Based Skill Clustering and Dynamic Length Adjustment.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Dynamic Contrastive Skill Learning with State-Transition Based Skill Clustering and Dynamic Length Adjustment

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:02.238585Z

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Observation b9dbe80f-ddc2-44f5-b07f-956694af6d16 · outbound

This paper cites Multi-task policy search for robotics.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Multi-task policy search for robotics

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:02.321399Z

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Observation a3088d15-5021-4bff-87c0-ba481279eda2 · outbound

This paper cites Learning a thousand tasks in a day.Science Robotics, 10(108):eadv7594, 2025.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Learning a thousand tasks in a day.Science Robotics, 10(108):eadv7594, 2025

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:02.419472Z

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Observation 5f4a54cf-0e53-4cd2-932d-3945038f5aac · outbound

This paper cites Taming transformers for high-resolution image synthesis.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Taming transformers for high-resolution image synthesis

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:02.593795Z

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Observation c922ebd1-e6cd-4861-ac89-bd243946c903 · outbound

This paper cites Restructuring Vector Quantization with the Rotation Trick.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Restructuring Vector Quantization with the Rotation Trick

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:02.745323Z

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Observation 5afb6bda-ba0d-4375-9729-99b057c0a7ef · outbound

This paper cites Mobile aloha: Learning bimanual mobile manipulation using low- cost whole-body teleoperation.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Mobile aloha: Learning bimanual mobile manipulation using low- cost whole-body teleoperation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:02.834672Z

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Observation 11706f20-3299-4e47-88b9-dde7d60358fd · outbound

This paper cites Lisa: Learning interpretable skill abstractions from language.Advances in Neural Information Processing Systems, 35:21711–21724, 2022.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Lisa: Learning interpretable skill abstractions from language.Advances in Neural Information Processing Systems, 35:21711–21724, 2022

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:02.933132Z

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Observation 65060e76-54e7-49a8-a40d-09e87fabc124 · outbound

This paper cites Baku: An efficient transformer for multi-task policy learning.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Baku: An efficient transformer for multi-task policy learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:03.051042Z

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Observation 36140aa1-b887-4355-9b14-f5656b4b39da · outbound

This paper cites Denoising dif- fusion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Denoising dif- fusion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:03.202159Z

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Observation 49176935-da59-4e4c-a172-d0113ba9cccb · outbound

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

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:03.261026Z

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Observation 316e30c7-827f-40eb-9c1b-3861da7d1ed7 · outbound

This paper cites Adaptive mixtures of local experts.Neu- ral computation, 3(1):79–87, 1991.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Adaptive mixtures of local experts.Neu- ral computation, 3(1):79–87, 1991

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:03.317653Z

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Observation e8446025-8761-4522-b741-3319e6f885c1 · outbound

This paper cites an unresolved cited work.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:03.392711Z

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Observation 54c5b480-538e-4a7e-b71f-8b94d903f683 · outbound

This paper cites Rethinking mutual information for language condi- tioned skill discovery on imitation learning.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Rethinking mutual information for language condi- tioned skill discovery on imitation learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:03.467875Z

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Observation 913d4a37-e2cc-4815-9607-6bb788c51893 · outbound

This paper cites 3D Diffuser Actor: Policy Diffusion with 3D Scene Representations.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation 3D Diffuser Actor: Policy Diffusion with 3D Scene Representations

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:03.585870Z

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Observation e3a945d5-3587-43b9-a8a3-9b2a26e641fe · outbound

This paper cites Supervised contrastive learning.Advances in neural information processing systems, 33:18661–18673,.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Supervised contrastive learning.Advances in neural information processing systems, 33:18661–18673,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:03.677334Z

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Observation 937a1c5c-1d9e-4ab1-a068-0f3e923a729c · outbound

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

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation OpenVLA: An Open-Source Vision-Language-Action Model

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:03.830003Z

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Observation aa9cd945-bd66-48ed-bbf8-35e9b5331b12 · outbound

This paper cites Compile: Compositional imita- tion learning and execution.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Compile: Compositional imita- tion learning and execution

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:03.935158Z

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Observation 75eaf3c5-beaf-4701-8cc9-4f353ab537fe · outbound

This paper cites Skill discovery in con- tinuous reinforcement learning domains using skill chain- ing.Advances in neural information processing systems, 22,.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Skill discovery in con- tinuous reinforcement learning domains using skill chain- ing.Advances in neural information processing systems, 22,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:04.058143Z

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Observation bfba8921-756b-4025-93b5-e3db584dc140 · outbound

This paper cites Behavior Generation with Latent Actions.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Behavior Generation with Latent Actions

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:04.172530Z

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Observation 7dbbc306-9f7b-4e23-897e-9611a9982e89 · outbound

This paper cites STAR: Learning Diverse Robot Skill Abstractions through Rotation-Augmented Vector Quantization.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation STAR: Learning Diverse Robot Skill Abstractions through Rotation-Augmented Vector Quantization

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:04.257977Z

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Observation c8087e70-1560-402d-a92e-cb6b25fce7ce · outbound

This paper cites Robotic Manipulation via Imitation Learning: Taxonomy, Evolution, Benchmark, and Challenges.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Robotic Manipulation via Imitation Learning: Taxonomy, Evolution, Benchmark, and Challenges

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:04.378414Z

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Observation edfcd4fc-0ae2-4c42-9188-ae6158ed4777 · outbound

This paper cites Skilldiffuser: Interpretable hi- erarchical planning via skill abstractions in diffusion-based task execution.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Skilldiffuser: Interpretable hi- erarchical planning via skill abstractions in diffusion-based task execution

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:04.452999Z

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Observation b98b1718-b948-4b4d-a3f8-8e8c793409d1 · outbound

This paper cites Flexible multitask learning with factorized dif- fusion policy.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Flexible multitask learning with factorized dif- fusion policy

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:04.558187Z

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Observation 5dc47ed2-d0f1-41ca-b03d-f6e9981102b5 · outbound

This paper cites RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation

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Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:04.697581Z

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Observation 97b0bdc0-f83c-46d0-9e87-e7a3458d1540 · outbound

This paper cites Finite Scalar Quantization: VQ-VAE Made Simple.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Finite Scalar Quantization: VQ-VAE Made Simple

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Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:04.836630Z

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Observation e278d0c4-600a-4bf7-aa13-7b78effec48f · outbound

This paper cites Quest: Self-supervised skill abstractions for learning continuous control.Advances in Neural Infor- mation Processing Systems, 37:4062–4089, 2024.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Quest: Self-supervised skill abstractions for learning continuous control.Advances in Neural Infor- mation Processing Systems, 37:4062–4089, 2024

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Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:04.982109Z

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Observation f606f33a-ecc7-43e4-a6b4-9e14ba77f8f2 · outbound

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

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Open x-embodiment: Robotic learning datasets and rt-x models: Open x-embodiment collaboration 0

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Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:05.094226Z

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Observation 7c6c6145-6b78-4c36-ab4a-9d0aaa6d72a6 · outbound

This paper cites Accelerat- ing reinforcement learning with learned skill priors.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Accelerat- ing reinforcement learning with learned skill priors

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Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:05.273080Z

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Observation afaba7db-e264-4864-b167-c9a98ee79873 · outbound

This paper cites Vision-based multi-task manipu- lation for inexpensive robots using end-to-end learning from demonstration.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Vision-based multi-task manipu- lation for inexpensive robots using end-to-end learning from demonstration

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Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:05.339850Z

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Observation 546fb2ab-9b42-48ee-ae80-80af621c397f · outbound

This paper cites The sparsely-gated mixture-of-experts layer.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation The sparsely-gated mixture-of-experts layer

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Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:05.459034Z

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Observation ff7b4778-00c0-4ea1-89af-e0d610bd389a · outbound

This paper cites Perceiver- actor: A multi-task transformer for robotic manipulation.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Perceiver- actor: A multi-task transformer for robotic manipulation

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Observation 8ba2a22e-1e49-45fb-9fc4-fe118480192b · outbound

This paper cites Be- tween mdps and semi-mdps: A framework for temporal ab- straction in reinforcement learning.Artificial intelligence, 112(1-2):181–211, 1999.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Be- tween mdps and semi-mdps: A framework for temporal ab- straction in reinforcement learning.Artificial intelligence, 112(1-2):181–211, 1999

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Observation 4319dc09-2fe9-4891-9699-cd17ae65b398 · outbound

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

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Octo: An Open-Source Generalist Robot Policy

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Source-reported events for the cited work

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Observation 0b655960-684d-4b92-9dd8-244c334056de · outbound

This paper cites Deep Generative Models in Robotics: A Survey on Learning from Multimodal Demonstrations.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Deep Generative Models in Robotics: A Survey on Learning from Multimodal Demonstrations

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Observation 534c417b-c476-4d4c-9f88-13b1bdbd3e3a · outbound

This paper cites Neural discrete representation learning.Advances in neural information pro- cessing systems, 30, 2017.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Neural discrete representation learning.Advances in neural information pro- cessing systems, 30, 2017

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Source-reported events for the cited work

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Observation 86322f84-56d0-486f-b234-105cfb50d915 · outbound

This paper cites Sparse Diffusion Policy: A Sparse, Reusable, and Flexible Policy for Robot Learning.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Sparse Diffusion Policy: A Sparse, Reusable, and Flexible Policy for Robot Learning

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Observation 7cda06e7-79a1-4cde-9638-fc2b97cb9182 · outbound

This paper cites Discrete policy: Learning dis- entangled action space for multi-task robotic manipulation.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Discrete policy: Learning dis- entangled action space for multi-task robotic manipulation

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Observation 58c6c31d-9f6a-43a6-96a3-efbbc2ae92f2 · outbound

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Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Afforddp: Gen- eralizable diffusion policy with transferable affordance

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Observation 66178f70-cb99-495e-b5b8-68192e26c9f6 · outbound

This paper cites Chaineddiffuser: Uni- fying trajectory diffusion and keypose prediction for robotic manipulation.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Chaineddiffuser: Uni- fying trajectory diffusion and keypose prediction for robotic manipulation

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Observation 5e9bd527-5cc1-432c-ae0f-c07daa5e189e · outbound

This paper cites Gnfactor: Multi-task real robot learning with generalizable neural feature fields.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Gnfactor: Multi-task real robot learning with generalizable neural feature fields

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Source-reported events for the cited work

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Observation dd691b67-cd5c-4968-913c-956c31f1e7e4 · outbound

This paper cites 3D Diffusion Policy: Generalizable Visuomotor Policy Learning via Simple 3D Representations.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation 3D Diffusion Policy: Generalizable Visuomotor Policy Learning via Simple 3D Representations

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Observation f1861091-387a-4114-9028-f9f760ecd4aa · outbound

This paper cites Soundstream: An end- to-end neural audio codec.IEEE/ACM Transactions on Au- dio, Speech, and Language Processing, 30:495–507, 2021.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Soundstream: An end- to-end neural audio codec.IEEE/ACM Transactions on Au- dio, Speech, and Language Processing, 30:495–507, 2021

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Observation c2775768-db8d-45d9-bd1f-e0c7e070b833 · outbound

This paper cites Vision-language models for vision tasks: A survey.IEEE transactions on pattern analysis and machine intelligence, 46(8):5625–5644, 2024.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Vision-language models for vision tasks: A survey.IEEE transactions on pattern analysis and machine intelligence, 46(8):5625–5644, 2024

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Observation fc12de46-6346-4b21-8d39-e042dd01ff17 · outbound

This paper cites Learning Fine-Grained Bimanual Manipulation with Low-Cost Hardware.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Learning Fine-Grained Bimanual Manipulation with Low-Cost Hardware

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Observation 6eea51c1-271c-43b6-9074-af5524f2a8e1 · outbound

This paper cites Imitation learning: Progress, taxonomies and challenges.IEEE Transactions on Neural Networks and Learning Systems, 35(5):6322–6337, 2022.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Imitation learning: Progress, taxonomies and challenges.IEEE Transactions on Neural Networks and Learning Systems, 35(5):6322–6337, 2022

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Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:06.614587Z

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Observation 8818822f-2cd4-43d2-ae9d-3227818e8185 · outbound

This paper cites Plas: Latent action space for offline reinforcement learning.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Plas: Latent action space for offline reinforcement learning

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Observation 72cb5b35-4504-4b77-80b6-d47b860c2384 · outbound

This paper cites Overview This supplementary document provides additional details, results, and visualizations that complement the main paper.

Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation Overview This supplementary document provides additional details, results, and visualizations that complement the main paper

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-03T15:05:06.742686Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation 7a98322c-9b42-4145-8ac2-4b81ccf1734d · inbound

ARP: Enhancing Quantized Skill Abstractions via Visual Alignment and Iterative Refinement for Robotic Manipulation cites this paper.

ARP: Enhancing Quantized Skill Abstractions via Visual Alignment and Iterative Refinement for Robotic Manipulation Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-07-04T09:19:43.472265Z

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

Observation 4ad76475-51bb-43a9-938d-f9e7017e0b92 · inbound

Improving Vision-Language-Action Model Fine-Tuning with Structured Stage and Keyframe Supervision cites this paper.

Improving Vision-Language-Action Model Fine-Tuning with Structured Stage and Keyframe Supervision Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-07-04T13:49:51.132688Z

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.

Observation acd49d6d-112b-4b0f-9a8a-d0759d844b21 · inbound

AC-VLA: Robust Out-of-Distribution Action Execution via Compositional Learning cites this paper.

AC-VLA: Robust Out-of-Distribution Action Execution via Compositional Learning Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T22:35:06.034052Z

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Unavailable: canonical work link unavailable.