mlsanityData to 7 Oct 2026

FlexiTac: A Low-Cost, Open-Source, Scalable Tactile Sensing Solution for Robotic Systems

arXiv 2604.28156 ↗First posted 30 Apr 2026cs.RO cs.AI cs.LGcited by 4

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Abstract (arXiv)

We present FlexiTac, a low-cost, open-source, and scalable piezoresistive tactile sensing solution designed for robotic end-effectors. FlexiTac is a practical "plug-in" module consisting of (i) thin, flexible tactile sensor pads that provide dense tactile signals and (ii) a compact multi-channel readout board that streams synchronized measurements for real-time control and large-scale data collection. FlexiTac pads adopt a sealed three-layer laminate stack (FPC-Velostat-FPC) with electrode patterns directly integrated into flexible printed circuits, substantially improving fabrication throughput and repeatability while maintaining mechanical compliance for deployment on both rigid and soft grippers. The readout electronics use widely available, low-cost components and stream tactile signals to a host computer at 100 Hz via serial communication. Across multiple configurations, including fingertip pads and larger tactile mats, FlexiTac can be mounted on diverse platforms without major mechanical redesign. We further show that FlexiTac supports modern tactile learning pipelines, including 3D visuo-tactile fusion for contact-aware decision making, cross-embodiment skill transfer, and real-to-sim-to-real fine-tuning with GPU-parallel tactile simulation. Our project page is available at https://flexitac.github.io/.

Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). Builds on 34 of its 49 references that are in the map. First posted on arXiv 30 Apr 2026.

Builds on

34 of 49 references.

References · 34

  1. 2024Universal Manipulation Interface: In-The-Wild Robot Teaching Without In-The-Wild Robotscited by 373
  2. 2020DIGIT: A Novel Design for a Low-Cost Compact High-Resolution Tactile Sensor with Application to In-Hand Manipulationcited by 164
  3. 2018Making Sense of Vision and Touch: Self-Supervised Learning of Multimodal Representations for Contact-Rich Taskscited by 150
  4. 2024DexCap: Scalable and Portable Mocap Data Collection System for Dexterous Manipulationcited by 149
  5. 2018More Than a Feeling: Learning to Grasp and Regrasp using Vision and Touchcited by 100
  6. 2022DexPoint: Generalizable Point Cloud Reinforcement Learning for Sim-to-Real Dexterous Manipulationcited by 78
  7. 2023Rotating without Seeing: Towards In-hand Dexterity through Touchcited by 78
  8. 2024Learning Visuotactile Skills with Two Multifingered Handscited by 71
  9. 20243D-ViTac: Learning Fine-Grained Manipulation with Visuo-Tactile Sensingcited by 67
  10. 2017The Feeling of Success: Does Touch Sensing Help Predict Grasp Outcomes?cited by 65
  11. 2023Dexterity from Touch: Self-Supervised Pre-Training of Tactile Representations with Robotic Playcited by 60
  12. 2023Robot Synesthesia: In-Hand Manipulation with Visuotactile Sensingcited by 51
22 more
  1. 2022Global Planning for Contact-Rich Manipulation via Local Smoothing of Quasi-dynamic Contact Modelscited by 46
  2. 2022Visuo-Tactile Transformers for Manipulationcited by 43
  3. 2021GelSlim3.0: High-Resolution Measurement of Shape, Force and Slip in a Compact Tactile-Sensing Fingercited by 39
  4. 2021ReSkin: versatile, replaceable, lasting tactile skinscited by 33
  5. 2024Multimodal Visual-Tactile Representation Learning through Self-Supervised Contrastive Pre-Trainingcited by 30
  6. 2025Touch in the Wild: Learning Fine-Grained Manipulation with a Portable Visuo-Tactile Grippercited by 29
  7. 2020OmniTact: A Multi-Directional High Resolution Touch Sensorcited by 27
  8. 2021Sim-to-Real for Robotic Tactile Sensing via Physics-Based Simulation and Learned Latent Projectionscited by 27
  9. 2024AnySkin: Plug-and-play Skin Sensing for Robotic Touchcited by 22
  10. 2022Visuotactile Affordances for Cloth Manipulation with Local Controlcited by 20
  11. 2021Tactile Sim-to-Real Policy Transfer via Real-to-Sim Image Translationcited by 17
  12. 2026TacVLA: Contact-Aware Tactile Fusion for Robust Vision-Language-Action Manipulationcited by 17
  13. 2021Zero-shot sim-to-real transfer of tactile control policies for aggressive swing-up manipulationcited by 13
  14. 2024Sim2Real Manipulation on Unknown Objects with Tactile-based Reinforcement Learningcited by 11
  15. 2025VT-Refine: Learning Bimanual Assembly with Visuo-Tactile Feedback via Simulation Fine-Tuningcited by 10
  16. 2025Multi-Modal Manipulation via Multi-Modal Policy Consensuscited by 9
  17. 2024GelLink: A Compact Multi-phalanx Finger with Vision-based Tactile Sensing and Proprioceptioncited by 6
  18. 2025Fits like a Flex-Glove: Automatic Design of Personalized FPCB-Based Tactile Sensing Glovescited by 5
  19. 2025eFlesh: Highly customizable Magnetic Touch Sensing using Cut-Cell Microstructurescited by 4
  20. 2026Learning Force-Regulated Robotic Manipulation with a Low-Cost Tactile-Force-Controlled Grippercited by 4
  21. 2022An Integrated Design Pipeline for Tactile Sensing Robotic Manipulatorscited by 3
  22. 2025DexSkin: High-Coverage Conformable Robotic Skin for Learning Contact-Rich Manipulationcited by 2

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2026: 4.

4 papers.