5 accepted papers
We present multipanda_ros2, a novel open-source ROS2 architecture for multi-robot control of Franka Robotics robots. Leveraging ros2_control, this framework provides native ROS 2 interfaces for controlling any number of robots from a single process. Our core contributions address key challenges in r…
Vision-Language-Action models (VLAs) mark a major shift in robot learning. They replace specialized architectures and task-tailored components of expert policies with large-scale data collection and setup-specific fine-tuning. In this machine learning-focused workflow that is centered around models …
Performing human-like motion is crucial for service humanoid robots. Real-time motion retargeting allows clear observation of the robot’s pose and provides instant feedback during human demonstrator actions. This paper presents an optimization-based real-time anthropomorphic motion retargeting frame…
Signed Distance Fields are a common surface representation method widely used for both 3D mapping and obstacle avoidance. While the former traditionally uses projective Truncated Signed Distance Fields (TSDF), the latter often requires a complete Euclidean Signed Distance Field (ESDF) representation…
Shared-autonomy control strategies in teleoperation combine human decision-making and robot precision to solve complex tasks. In other words, advanced autonomous control algorithms can compensate for imprecise human commands, reduce the mental workload of the user, and enable the execution of tasks…