Augmented Reality and Robotics: A Survey and Taxonomy for AR-enhanced Human-Robot Interaction and Robotic Interfaces
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Abstract (arXiv)
This paper contributes to a taxonomy of augmented reality and robotics based on a survey of 460 research papers. Augmented and mixed reality (AR/MR) have emerged as a new way to enhance human-robot interaction (HRI) and robotic interfaces (e.g., actuated and shape-changing interfaces). Recently, an increasing number of studies in HCI, HRI, and robotics have demonstrated how AR enables better interactions between people and robots. However, often research remains focused on individual explorations and key design strategies, and research questions are rarely analyzed systematically. In this paper, we synthesize and categorize this research field in the following dimensions: 1) approaches to augmenting reality; 2) characteristics of robots; 3) purposes and benefits; 4) classification of presented information; 5) design components and strategies for visual augmentation; 6) interaction techniques and modalities; 7) application domains; and 8) evaluation strategies. We formulate key challenges and opportunities to guide and inform future research in AR and robotics.
Key facts. Cited by 19 papers in the map (data through 7 Oct 2026). Builds on 18 of its 469 references that are in the map. First posted on arXiv 7 Mar 2022.
Builds on
18 of 469 references.
References · 18
- 2021Explainable AI for Robot Failures: Generating Explanations that Improve User Assistance in Fault Recoverycited by 32
- 2020RealitySketch: Embedding Responsive Graphics and Visualizations in AR through Dynamic Sketchingcited by 14
- 2020Human-Robot Interaction in a Shared Augmented Reality Workspacecited by 10
- 2017Communicating Robot Arm Motion Intent Through Mixed Reality Head-mounted Displayscited by 6
- 2018Expressive Robot Motion Timingcited by 3
- 2019Fast Adaptation with Meta-Reinforcement Learning for Trust Modelling in Human-Robot Interactioncited by 3
- 2019ShapeBots: Shape-changing Swarm Robotscited by 3
- 2019Using Socially Expressive Mixed Reality Arms for Enhancing Low-Expressivity Robotscited by 3
- 2020Mobile Delivery Robots: Mixed Reality-Based Simulation Relying on ROS and Unity 3Dcited by 3
- 2021HapticBots: Distributed Encountered-type Haptics for VR with Multiple Shape-changing Mobile Robotscited by 3
- 2019Augmented-Reality-Based Visualization of Navigation Data of Mobile Robots on the Microsoft Hololens -- Possibilities and Limitationscited by 2
- 2020What the HoloLens Maps Is Your Workspace: Fast Mapping and Set-up of Robot Cells via Head Mounted Displays and Augmented Realitycited by 2
6 more
- 2021"Grip-that-there": An Investigation of Explicit and Implicit Task Allocation Techniques for Human-Robot Collaborationcited by 2
- 2021Virtual Barriers in Augmented Reality for Safe and Effective Human-Robot Cooperation in Manufacturingcited by 2
- 2019Exploring Temporal Dependencies in Multimodal Referring Expressions with Mixed Realitycited by 1
- 2020PufferBot: Actuated Expandable Structures for Aerial Robotscited by 1
- 2020RoomShift: Room-scale Dynamic Haptics for VR with Furniture-moving Swarm Robotscited by 1
- 2021Perception! Immersion! Empowerment! Superpowers as Inspiration for Visualizationcited by 1
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Citing papers per year: 2022: 1; 2023: 1; 2024: 5; 2025: 7; 2026: 5.
19 papers.
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- 2024Seamless Human Motion Composition with Blended Positional Encodingscited by 77
- 2024REPARO: Compositional 3D Assets Generation with Differentiable 3D Layout Alignmentcited by 45
- 2025MixerMDM: Learnable Composition of Human Motion Diffusion Modelscited by 13
- 2025SplArt: Articulation Estimation and Part-Level Reconstruction with 3D Gaussian Splattingcited by 13
- 2023AdaptiX -- A Transitional XR Framework for Development and Evaluation of Shared Control Applications in Assistive Roboticscited by 3
- 2026HDSL: A Hierarchical Domain-Specific Language for Structured 3D Indoor Scene Generation and Localized Editing with LLM Agentscited by 2
- 2025Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffuserscited by 1
- 2025The Social Context of Human-Robot Interactionscited by 1
- 2022Need of 6G for the Metaverse Realizationcited by 0
- 2024Extended Reality for Enhanced Human-Robot Collaboration: a Human-in-the-Loop Approachcited by 0
- 2024Extended Reality System for Robotic Learning from Human Demonstrationcited by 0
- 2024RAMPA: Robotic Augmented Reality for Machine Programming by DemonstrAtioncited by 0
7 more
- 2025Unified Geometry and Color Compression Framework for Point Clouds via Generative Diffusion Priorscited by 0
- 2025Diffusion Model-based Activity Completion for AI Motion Capture from Videoscited by 0
- 2025Whom to Respond To? A Transformer-Based Model for Multi-Party Social Robot Interactioncited by 0
- 2026MR-SLAM: Immersive Spatial Supervision for Multi-Robot Mapping via Mixed Realitycited by 0
- 2026fARfetch: Enabling Collocated AR-HRC in Large Visually Diverse Environments with VLM-Driven AR Content Adaptationcited by 0
- 2026Extended Reality as a Mediation Layer for Situated Human Control in Human-Robot Teamingcited by 0
- 2026ORCESTRA: VLM-driven Visual Robot programming in Mixed Realitycited by 0
- 2026ORCESTRA: VLM-driven Visual Robot programming in Mixed Reality1 Aug 2026
- 2026Extended Reality as a Mediation Layer for Situated Human Control in Human-Robot Teaming27 Jul 2026
- 2026fARfetch: Enabling Collocated AR-HRC in Large Visually Diverse Environments with VLM-Driven AR Content Adaptation23 Jun 2026
- 2026HDSL: A Hierarchical Domain-Specific Language for Structured 3D Indoor Scene Generation and Localized Editing with LLM Agents8 Jun 2026
- 2026MR-SLAM: Immersive Spatial Supervision for Multi-Robot Mapping via Mixed Reality14 May 2026
- 2025The Social Context of Human-Robot Interactions19 Aug 2025
- 2025Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers15 Jul 2025
- 2025Whom to Respond To? A Transformer-Based Model for Multi-Party Social Robot Interaction15 Jul 2025
- 2025SplArt: Articulation Estimation and Part-Level Reconstruction with 3D Gaussian Splatting4 Jun 2025
- 2025Diffusion Model-based Activity Completion for AI Motion Capture from Videos27 May 2025
- 2025MixerMDM: Learnable Composition of Human Motion Diffusion Models1 Apr 2025
- 2025Unified Geometry and Color Compression Framework for Point Clouds via Generative Diffusion Priors23 Mar 2025
7 more
- 2024RAMPA: Robotic Augmented Reality for Machine Programming by DemonstrAtion17 Oct 2024
- 2024Extended Reality System for Robotic Learning from Human Demonstration19 Sep 2024
- 2024REPARO: Compositional 3D Assets Generation with Differentiable 3D Layout Alignment28 May 2024
- 2024Extended Reality for Enhanced Human-Robot Collaboration: a Human-in-the-Loop Approach21 Mar 2024
- 2024Seamless Human Motion Composition with Blended Positional Encodings23 Feb 2024
- 2023AdaptiX -- A Transitional XR Framework for Development and Evaluation of Shared Control Applications in Assistive Robotics24 Oct 2023
- 2022Need of 6G for the Metaverse Realization28 Dec 2022
- 2024Seamless Human Motion Composition with Blended Positional Encodingscited by 77
- 2024REPARO: Compositional 3D Assets Generation with Differentiable 3D Layout Alignmentcited by 45
- 2025SplArt: Articulation Estimation and Part-Level Reconstruction with 3D Gaussian Splattingcited by 13
- 2023AdaptiX -- A Transitional XR Framework for Development and Evaluation of Shared Control Applications in Assistive Roboticscited by 3
- 2025Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffuserscited by 1
- 2025The Social Context of Human-Robot Interactionscited by 1
- 2022Need of 6G for the Metaverse Realizationcited by 0
- 2024Extended Reality for Enhanced Human-Robot Collaboration: a Human-in-the-Loop Approachcited by 0
- 2024RAMPA: Robotic Augmented Reality for Machine Programming by DemonstrAtioncited by 0
- 2025Whom to Respond To? A Transformer-Based Model for Multi-Party Social Robot Interactioncited by 0
- 2026MR-SLAM: Immersive Spatial Supervision for Multi-Robot Mapping via Mixed Realitycited by 0
- 2026fARfetch: Enabling Collocated AR-HRC in Large Visually Diverse Environments with VLM-Driven AR Content Adaptationcited by 0
12 most cited of 14 All 14 (JSON)
- 2026ORCESTRA: VLM-driven Visual Robot programming in Mixed Reality1 Aug 2026
- 2026Extended Reality as a Mediation Layer for Situated Human Control in Human-Robot Teaming27 Jul 2026
- 2026fARfetch: Enabling Collocated AR-HRC in Large Visually Diverse Environments with VLM-Driven AR Content Adaptation23 Jun 2026
- 2026MR-SLAM: Immersive Spatial Supervision for Multi-Robot Mapping via Mixed Reality14 May 2026
- 2025The Social Context of Human-Robot Interactions19 Aug 2025
- 2025Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers15 Jul 2025
- 2025Whom to Respond To? A Transformer-Based Model for Multi-Party Social Robot Interaction15 Jul 2025
- 2025SplArt: Articulation Estimation and Part-Level Reconstruction with 3D Gaussian Splatting4 Jun 2025
- 2024RAMPA: Robotic Augmented Reality for Machine Programming by DemonstrAtion17 Oct 2024
- 2024REPARO: Compositional 3D Assets Generation with Differentiable 3D Layout Alignment28 May 2024
- 2024Extended Reality for Enhanced Human-Robot Collaboration: a Human-in-the-Loop Approach21 Mar 2024
- 2024Seamless Human Motion Composition with Blended Positional Encodings23 Feb 2024
12 newest of 14 All 14 (JSON)