Robotics Domain
Robotics research currently focuses on enhancing robot autonomy, safety, and dexterity, particularly in unstructured environments. Key areas include developing robust control algorithms (like Model Predictive Control and reinforcement learning), improving perception through advanced sensor fusion and generative models, and creating more efficient and adaptable robot designs. These advancements are driving progress in diverse applications such as agriculture, healthcare, and manufacturing, ultimately aiming to create more capable and reliable robots for a wider range of tasks.
Papers
De la Extensión a la Investigación: Como La Robótica Estimula el Interés Académico en Estudiantes de Grado
Gabriela Flores, Ahilen Mazondo, Pablo Moraes, Hiago Sodre, Christopher Peters, Victoria Saravia, Angel Da Silva, Santiago Fernández, Bruna de Vargas, André Kelbouscas, Ricardo Grando, Nathalie Assunção
Combining Ontological Knowledge and Large Language Model for User-Friendly Service Robots
Haru Nakajima, Jun Miura
Online Optimization of Central Pattern Generators for Quadruped Locomotion
Zewei Zhang, Guillaume Bellegarda, Milad Shafiee, Auke Ijspeert
Integrating Reinforcement Learning with Foundation Models for Autonomous Robotics: Methods and Perspectives
Angelo Moroncelli, Vishal Soni, Asad Ali Shahid, Marco Maccarini, Marco Forgione, Dario Piga, Blerina Spahiu, Loris Roveda
Differentiable Robot Rendering
Ruoshi Liu, Alper Canberk, Shuran Song, Carl Vondrick
CLIMB: Language-Guided Continual Learning for Task Planning with Iterative Model Building
Walker Byrnes, Miroslav Bogdanovic, Avi Balakirsky, Stephen Balakirsky, Animesh Garg
RAMPA: Robotic Augmented Reality for Machine Programming and Automation
Fatih Dogangun, Serdar Bahar, Yigit Yildirim, Bora Toprak Temir, Emre Ugur, Mustafa Doga Dogan
iFANnpp: Nuclear Power Plant Digital Twin for Robots and Autonomous Intelligence
Youndo Do, Marc Zebrowitz, Jackson Stahl, Fan Zhang
Physical Simulation for Multi-agent Multi-machine Tending
Abdalwhab Abdalwhab, Giovanni Beltrame, David St-Onge
Bio-inspired reconfigurable stereo vision for robotics using omnidirectional cameras
Suchang Chen, Dongliang Fan, Huijuan Feng, Jian S Dai
Loading Ceramics: Visualising Possibilities of Robotics in Ceramics
Varvara Guljajeva, Mar Canet Sola, Martin Melioranski, Lauri Kilusk, Kaiko Kivi
Collision-Aware Traversability Analysis for Autonomous Vehicles in the Context of Agricultural Robotics
Florian Philippe, Johann Laconte, Pierre-Jean Lapray, Matthias Spisser, Jean-Philippe Lauffenburger