Jason J. Choi, Fernando Castañeda, Wonsuhk Jung, Bike Zhang, Claire J. Tomlin, Koushil Sreenath
{"title":"Constraint-Guided Online Data Selection for Scalable Data-Driven Safety Filters in Uncertain Robotic Systems","authors":"Jason J. Choi, Fernando Castañeda, Wonsuhk Jung, Bike Zhang, Claire J. Tomlin, Koushil Sreenath","doi":"10.1109/tro.2025.3577022","DOIUrl":"https://doi.org/10.1109/tro.2025.3577022","url":null,"abstract":"","PeriodicalId":50388,"journal":{"name":"IEEE Transactions on Robotics","volume":"34 1","pages":""},"PeriodicalIF":7.8,"publicationDate":"2025-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144236877","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Antoine Bambade, Fabian Schramm, Sarah El-Kazdadi, Stéphane Caron, Adrien Taylor, Justin Carpentier
{"title":"ProxQP: an Efficient and Versatile Quadratic Programming Solver for Real-Time Robotics Applications and Beyond","authors":"Antoine Bambade, Fabian Schramm, Sarah El-Kazdadi, Stéphane Caron, Adrien Taylor, Justin Carpentier","doi":"10.1109/tro.2025.3577107","DOIUrl":"https://doi.org/10.1109/tro.2025.3577107","url":null,"abstract":"","PeriodicalId":50388,"journal":{"name":"IEEE Transactions on Robotics","volume":"20 1","pages":""},"PeriodicalIF":7.8,"publicationDate":"2025-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144236856","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Simultaneous System Identification and Model Predictive Control with No Dynamic Regret","authors":"Hongyu Zhou, Vasileios Tzoumas","doi":"10.1109/tro.2025.3576969","DOIUrl":"https://doi.org/10.1109/tro.2025.3576969","url":null,"abstract":"","PeriodicalId":50388,"journal":{"name":"IEEE Transactions on Robotics","volume":"138 1","pages":""},"PeriodicalIF":7.8,"publicationDate":"2025-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144236808","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zisong Xu, Rafael Papallas, Jaina Modisett, Markus Billeter, Mehmet R. Dogar
{"title":"Tracking and Control of Multiple Objects during Non-Prehensile Manipulation in Clutter","authors":"Zisong Xu, Rafael Papallas, Jaina Modisett, Markus Billeter, Mehmet R. Dogar","doi":"10.1109/tro.2025.3577437","DOIUrl":"https://doi.org/10.1109/tro.2025.3577437","url":null,"abstract":"","PeriodicalId":50388,"journal":{"name":"IEEE Transactions on Robotics","volume":"34 1","pages":""},"PeriodicalIF":7.8,"publicationDate":"2025-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144236809","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Learning Wrist Policies for Anthropomorphic Soft Power Grasping in Handle and Door Manipulation","authors":"Florian Voigt;Abdeldjallil Naceri;Sami Haddadin","doi":"10.1109/TRO.2025.3576950","DOIUrl":"10.1109/TRO.2025.3576950","url":null,"abstract":"In this work, we advance robotic grasping by incorporating wrist compliance in a unified hand–arm system inspired by human limb coordination. This integration improves grasping reliability and robustness through impedance and force learning in robotic arms. The compliant wrist system effectively compensates for uncertainties in object position and orientation. Employing a combined impedance-force control approach, we address diverse grasping and manipulation tasks in simulation. Successfully transferring the learned policy to a service humanoid mobile robot enables the seamless execution of grasping and opening tasks for various doors and handles without additional learning, using both fully actuated and underactuated robotic hands. Remarkably, our robust strategies yielded only one failure in 30 trials for the underactuated hand, even with up to 8 cm translation normal to the handle and <inline-formula><tex-math>$33^circ$</tex-math></inline-formula> rotation errors, and no failures for the fully actuated one with up to 12 cm translation and <inline-formula><tex-math>$30^circ$</tex-math></inline-formula> rotation. This significantly outperforms state-of-the-art end-to-end reinforcement learning approaches. Furthermore, we successfully tested and validated our approach across various constrained everyday tasks in different environments. Our proposed framework represents an advancement in the learning and execution of power grasping with compliant manipulation, achieving practically relevant performance.","PeriodicalId":50388,"journal":{"name":"IEEE Transactions on Robotics","volume":"41 ","pages":"3738-3759"},"PeriodicalIF":9.4,"publicationDate":"2025-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11027453","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144236848","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shohei Wakayama, Alberto Candela, Paul Hayne, Nisar Ahmed
{"title":"Active Inference for Bandit-Based Autonomous Robotic Exploration With Dynamic Preferences","authors":"Shohei Wakayama, Alberto Candela, Paul Hayne, Nisar Ahmed","doi":"10.1109/tro.2025.3577041","DOIUrl":"https://doi.org/10.1109/tro.2025.3577041","url":null,"abstract":"","PeriodicalId":50388,"journal":{"name":"IEEE Transactions on Robotics","volume":"70 1","pages":""},"PeriodicalIF":7.8,"publicationDate":"2025-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144228568","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pengbo Huang, Zhijun Li, Mengchu Zhou, Guoxin Li, Yang Song, Rongxin Cui
{"title":"Hybrid Long Short-Term Motor Optimization and Control of a Walking Exoskeleton","authors":"Pengbo Huang, Zhijun Li, Mengchu Zhou, Guoxin Li, Yang Song, Rongxin Cui","doi":"10.1109/tro.2025.3576971","DOIUrl":"https://doi.org/10.1109/tro.2025.3576971","url":null,"abstract":"","PeriodicalId":50388,"journal":{"name":"IEEE Transactions on Robotics","volume":"138 1","pages":""},"PeriodicalIF":7.8,"publicationDate":"2025-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144228558","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}