Autonomous and reliable robotic grasping is a desirable functionality in robotic manipulation and is still an open problem. Standardized benchmarks are important tools for evaluating and comparing robotic grasping and manipulation systems among different research groups, and also for sharing with the community the best practices to learn from errors. An ideal benchmarking … [Read more...] about The Cluttered Environment Picking Benchmark (CEPB) for Advanced Warehouse Automation: Evaluating the Perception, Planning, Control, and Grasping of Manipulation Systems
Benchmark testing
GRASPA-fying the Panda: Easily Deployable, Fully Reproducible Benchmarking of Grasp Planning Algorithms
Although robotic grasp planning has been extensively studied in the literature, comparing the performance of different approaches still proves challenging due to the lack of standardization in hardware setup and benchmarking protocols. This work addresses the issue with a threefold contribution. First, it provides a standardized hardware platform and a software framework … [Read more...] about GRASPA-fying the Panda: Easily Deployable, Fully Reproducible Benchmarking of Grasp Planning Algorithms
Digital Robot Judge: Building a Task-Centric Performance Database of Real-World Manipulation With Electronic Task Boards
Robotics aims to develop manipulation skills approaching human performance. However, skill complexity is often over- or underestimated based on individual experience, and the real-world performance gap is difficult or expensive to measure through in-person competitions. To bridge this gap, we propose a compact, internet-connected, electronic task board to measure manipulation … [Read more...] about Digital Robot Judge: Building a Task-Centric Performance Database of Real-World Manipulation With Electronic Task Boards
Future Directions in Software Engineering for Autonomous Robots: An Agenda for Trustworthiness [Opinion]
Software engineering for autonomous robots investigates the synergetic interaction of computing and robotic technologies; this synergy is both realistic and strategic. On one hand, software engineering techniques and methods have the potential to enhance the quality of the software that controls autonomous robots and the effectiveness of software development processes in the … [Read more...] about Future Directions in Software Engineering for Autonomous Robots: An Agenda for Trustworthiness [Opinion]
Open Source Dual-Purpose Acrobot and Pendubot Platform: Benchmarking Control Algorithms for Underactuated Robotics
Recent interest in the control of underactuated robots has surged significantly due to the impressive athletic behaviors shown by robots developed by, e.g., Boston Dynamics ( https://www.bostondynamics.com ), Agility Robotics ( https://agilityrobotics.com/robots ), and the Massachusetts Institute of Technology [1] . This gives rise to the need for canonical robotic hardware … [Read more...] about Open Source Dual-Purpose Acrobot and Pendubot Platform: Benchmarking Control Algorithms for Underactuated Robotics
