ORCA: An Open-Source, Reliable, Cost-Effective, Anthropomorphic Robotic Hand for Uninterrupted Dexterous Task Learning
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Abstract (arXiv)
General-purpose robots should possess human-like dexterity and agility to perform tasks with the same versatility as us. A human-like form factor further enables the use of vast datasets of human-hand interactions. However, the primary bottleneck in dexterous manipulation lies not only in software but arguably even more in hardware. Robotic hands that approach human capabilities are often prohibitively expensive, bulky, or require enterprise-level maintenance, limiting their accessibility for broader research and practical applications. What if the research community could get started with reliable dexterous hands within a day? We present the open-source ORCA hand, a reliable and anthropomorphic 17-DoF tendon-driven robotic hand with integrated tactile sensors, fully assembled in less than eight hours and built for a material cost below 2,000 CHF. We showcase ORCA's key design features such as popping joints, auto-calibration, and tensioning systems that significantly reduce complexity while increasing reliability, accuracy, and robustness. We benchmark the ORCA hand across a variety of tasks, ranging from teleoperation and imitation learning to zero-shot sim-to-real reinforcement learning. Furthermore, we demonstrate its durability, withstanding more than 10,000 continuous operation cycles - equivalent to approximately 20 hours - without hardware failure, the only constraint being the duration of the experiment itself. Video is here: https://youtu.be/kUbPSYMmOds. Design files, source code, and documentation are available at https://srl.ethz.ch/orcahand.
Key facts. Cited by 12 papers in the map (data through 13 Oct 2026). First posted on arXiv 5 Apr 2025.
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Citing papers per year: 2025: 5; 2026: 7.
12 papers.
- 2026How Fast Can I Run My VLA? Demystifying VLA Inference Performance with VLA-Perfcited by 18
- 2025MAPLE: Encoding Dexterous Robotic Manipulation Priors Learned From Egocentric Videoscited by 12
- 2025OpenGVL -- Benchmarking Visual Temporal Progress for Data Curationcited by 9
- 2025House of Dextra: Cross-embodied Co-design for Dexterous Handscited by 5
- 2025Arnold: A multi-task, multi-embodiment muscle transformer policycited by 2
- 2025MILE: A Mechanically Isomorphic Hand Exoskeleton and Visuotactile Robotic Hand for Data Collection in Dexterous Manipulationcited by 2
- 2026SERNF: Sample-Efficient Real-World Dexterous Policy Fine-Tuning via Action-Chunked Critics and Normalizing Flowscited by 2
- 2026Mask2Real-WM: Segmentation Masks as a Sim-to-Real Bridge for Controllable Dexterous World Modelscited by 2
- 2026Ruka-v2: Tendon Driven Open-Source Dexterous Hand with Wrist and Abduction for Robot Learningcited by 1
- 2026CRAFT: A Tendon-Driven Hand with Hybrid Hard-Soft Compliancecited by 0
- 2026ORCA: A Platform for Open-Source Dexterity Researchcited by 0
- 2026Aero Hand Open: A Simulation-Ready Tendon-Driven Hand for Dexterous Manipulation Learningcited by 0
- 2026Aero Hand Open: A Simulation-Ready Tendon-Driven Hand for Dexterous Manipulation Learning28 Aug 2026
- 2026Mask2Real-WM: Segmentation Masks as a Sim-to-Real Bridge for Controllable Dexterous World Models5 Jul 2026
- 2026ORCA: A Platform for Open-Source Dexterity Research12 Jun 2026
- 2026Ruka-v2: Tendon Driven Open-Source Dexterous Hand with Wrist and Abduction for Robot Learning27 Mar 2026
- 2026CRAFT: A Tendon-Driven Hand with Hybrid Hard-Soft Compliance12 Mar 2026
- 2026How Fast Can I Run My VLA? Demystifying VLA Inference Performance with VLA-Perf20 Feb 2026
- 2026SERNF: Sample-Efficient Real-World Dexterous Policy Fine-Tuning via Action-Chunked Critics and Normalizing Flows10 Feb 2026
- 2025House of Dextra: Cross-embodied Co-design for Dexterous Hands3 Dec 2025
- 2025MILE: A Mechanically Isomorphic Hand Exoskeleton and Visuotactile Robotic Hand for Data Collection in Dexterous Manipulation29 Nov 2025
- 2025OpenGVL -- Benchmarking Visual Temporal Progress for Data Curation22 Sep 2025
- 2025Arnold: A multi-task, multi-embodiment muscle transformer policy25 Aug 2025
- 2025MAPLE: Encoding Dexterous Robotic Manipulation Priors Learned From Egocentric Videos8 Apr 2025
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- 2025RAPID Hand: A Robust, Affordable, Perception-Integrated, Dexterous Manipulation Platform for Generalist Robot Autonomy
- 2025RAPID Hand Prototype: Design of an Affordable, Fully-Actuated Biomimetic Hand for Dexterous Teleoperation ↗
- 2026Characterization, Analytical Planning, and Hybrid Force Control for the Inspire RH56DFX Hand ↗
- 2024EyeSight Hand: Design of a Fully-Actuated Dexterous Robot Hand with Integrated Vision-Based Tactile Sensors and Compliant Actuation
- 2025Dexterous Teleoperation of 20-DoF ByteDexter Hand via Human Motion Retargeting
- 2026Bench2Dex: Benchmarking Visuo-Tactile Bimanual Dexterous Manipulation Across Dexterous Hands
- 2025Grasp Like Humans: Learning Generalizable Multi-Fingered Grasping from Human Proprioceptive Sensorimotor Integration
- 2026DexTouch-WM: Learning Action-Conditioned Tactile World Models from Human Touch for Dexterous Robot Manipulation