ICRA 2026 Past Other

The Workshop on Manipulation Robustness: Towards Human-Level Robustness under Real-World Challenges (ICRA 2026)

ICRA 2026

Submission deadline
Apr 24, 2026, 11:59 UTC
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Submission portal
OpenReview
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Auto-imported from the OpenReview venue record on 2026-06-10 — please verify and enrich (topics are keyword-guessed).

Accepted papers (33)

Fetched from OpenReview (v2) on 2026-06-10.

  1. AxisGuide: Grounding Robot Action Coordinate System in RGB Observations for Robust Visuomotor Manipulation

    Jiyun Jang, Yujin Sung, Woosung Joung, Daewon Chae, Sangwon Lee, Sohwi Kim, Jinkyu Kim, Jungbeom Lee · PDF
  2. Beyond Binary: Sim-to-Real Dexterous Manipulation with Physics-Aware Contact Representation

    Jiahe Pan, Stelian Coros, Jitendra Malik, Toru Lin · PDF
  3. Context-adaptive policy framework for robust and reactive robotic manipulation via uncertainty-aware imitation learning

    Tim Robin Winter, Leonard Klüpfel, Ashok M. Sundaram, Werner Friedl, Maximo A. Roa, Freek Stulp, João Silvério · PDF
  4. Curvature Adaptable Robotic End-Effectors

    Jhonatan Rincon, Juan C. Osorio, Andres F. Arrieta · PDF
  5. Dreaming the Sound of Contact: Leveraging Video and Audio Generation for Zero-Shot Force-Aware Manipulation

    Guanhua Ji, Tianyu Li, Dayoon Suh, Nadia Figueroa · PDF
  6. HANDLE: Robust Non-prehensile Liquid Manipulation in Cluttered, Human-centric Environments with Physical HRI

    Yuhe Gong, junhui huang, Riddhiman Laha, Zewen Yang, Hao Xing, Ayse Kucukyilmaz, Seth Hutchinson, Luis Figueredo · PDF
  7. IFG: Internet-Scale Guidance for Functional Grasping Generation

    Muxin Liu, Mingxuan Li, Kenneth Shaw, Deepak Pathak · PDF
  8. Instrumented Learning of Clothes Hanger Insertion

    Remko Proesmans, Thomas Lips, Arnaud Wouters, Francis Wyffels · PDF
  9. Interaction Force Experiments for Force-Guided Assembly

    Antonio Rosales, Janne Saukkoriipi, Samuli Soutukorva, Jukka Koskinen, Markku Suomalainen · PDF
  10. Interactive Repair for Robust Generative Manipulation with Sparse Human Nudges

    Edgar Welte, Yitian Shi, Rosa Wolf, Maximilian Gilles, Rania Rayyes · PDF
  11. Learning Robot Manipulation from Audio World Models

    Fan Zhang, Michael Gienger · PDF
  12. Learning-Augmented Robotic Automation for Real-World Manufacturing

    Yunho Kim, Quan Nguyen, Taewhan Kim, Youngjin Heo, Joonho Lee · PDF
  13. Manipulation of Linear Deformable Objects with Non-Negligible Dynamics Grasped at Multiple Locations: A Stability-Guaranteed Approach

    Daniel Feliu-Talegon, Cosimo Della Santina · PDF
  14. NeuralTouch: Leveraging Implicit Neural Descriptor for Precise Sim-to-Real Tactile Robot Control

    Yijiong Lin, chenghua lu, Max Yang, Efi Psomopoulou, Nathan F. Lepora · PDF
  15. On the Generalization Capabilities, Design Choices and Limitations of Keypoint Imitation Learning

    Thomas Lips, Marco Moletta, Michael C. Welle, Danica Kragic, Francis Wyffels · PDF
  16. PhaForce: Phase-Scheduled Visual–Force Policy Learning with Slow Planning and Fast Correction for Contact-Rich Manipulation

    Mingxin Wang, Zhirun Yue, Houde Liu · PDF
  17. Real-IKEA: Why Physical Fidelity is the Prerequisite for Robust Manipulation

    Kunqi Xu, Zhenhao Huang, Siyuan Luo, Ziqiu Zeng, Fan Shi · PDF
  18. Rethinking Exploration Through Context for RL

    Sunshine Jiang, Zhang-Wei Hong, John Marangola, Nitish Dashora, Richard Li, Pulkit Agrawal · PDF
  19. Robust Control of Robotic Manipulator with Prescribed Spatio-temporal and Input constraints

    Chidre Shravista Kashyap, Pushpak Jagtap, Jishnu Keshavan · PDF
  20. Robust Decoupled Motion and Stiffness Control for a Class of Variable-Stiffness Soft Manipulators

    Maja Trumic, Franco Angelini, Kosta Jovanovic, Adriano Fagiolini · PDF
  21. Robust Placeability Estimation for Model-Free Unified Pick-and-Place Reasoning

    Benno Wingender, Nils Dengler, Rohit Menon, Sicong Pan, Maren Bennewitz · PDF
  22. Robust Pose Estimation through Failure Explanation and Mitigation

    Loris Schneider, Yitian Shi, Rosa Wolf, Carolin Brenner, Rudolph Triebel, Rania Rayyes · PDF
  23. Sample-Efficient and Statistically Rigorous Policy Comparison Using General Robot Performance Measures

    David Snyder, Apurva Badithela, Nikolai Matni, George J. Pappas, Anirudha Majumdar, Masha Itkina, Haruki Nishimura · PDF
  24. Self-Supervised Multisensory Pretraining for Contact-Rich Robot Reinforcement Learning

    Rickmer Krohn, Vignesh Prasad, Gabriele Tiboni, Georgia Chalvatzaki · PDF
  25. SoundAct: Learning Spatial Sound Awareness for Egocentric Robot Manipulation with Stereo Audio

    Junsu Kim, Kyungdon Joo · PDF
  26. SQ-CBF: Signed Distance Functions for Numerically Stable Superquadric-Based Safety Filtering

    Haocheng Zhao, Lukas Brunke, Oliver Lagerquist, SiQi Zhou, Angela P. Schoellig · PDF
  27. Stereo-Based Vision and Tactile Sensing for Robust Dual-Arm Robotic Connector Assembly

    Michele Mirto, Alessio Caporali, Salvatore Pirozzi, Gianluca Palli · PDF
  28. Synergistic Push, Grasp and Active Vision with Evidential Learning for Manipulation-Enhanced Mapping in Confined Environments

    Yitian Shi, Nils Dengler, Jesper Mücke, Sicong Pan, Rania Rayyes, Maren Bennewitz · PDF
  29. Systematic Evaluation of Modular Robotic Manipulation Policies via Structured Condition Space: A Study on Precision Pick-and-Place Tasks

    Yi-Ting Liu, Yi-Ting Chen · PDF
  30. Toward Gripper-Integrated Active Electrosense for Pre-Contact Sensing in Underwater Soft Grippers

    Ahsan Tanveer, Muhammad Hamza, Waqar Hussain Afridi, Chen Wang, Guangming Xie · PDF
  31. Tune to Learn: How Controller Gains Shape Robot Policy Learning

    Antonia Bronars, Younghyo Park, Pulkit Agrawal · PDF
  32. Viewpoint-Agnostic Grasp Pipeline using VLM and Partial Observations

    Ricardo V. Godoy, Dilermando Almeida, Guilherme Lazzarini, Juliano D. Negri, Thiago Henrique Segreto Silva, Ranulfo Bezerra, Gustavo J. G. Lahr, MARCELO BECKER · PDF
  33. VSL-Skin: Voxel-Level Variable Stiffness for Predictable Deformation and Robust Manipulation Control

    Zihan Oliver Zeng · PDF