Force Control and Impedance in Manipulation
Imagine a robot arm delicately placing a glass on a table, feeling the weight, sensing the contact, and adjusting its…
Model-Based vs Model-Free Control in Practice
Imagine a robot navigating a bustling warehouse, seamlessly dodging moving obstacles and optimizing its route in real-time. Behind this fluid…
Trajectory Optimization with Constraints
Trajectory optimization has rapidly become a cornerstone of modern robotics and AI-driven automation. It’s the art and science of finding…
Localization in GNSS-Denied Environments
Imagine a robot navigating a sprawling warehouse, delivering parts with precision and speed. But there’s a catch: GPS signals can’t…
SLAM Beyond Basics: Loop Closure and Relocalization
Imagine a robot weaving its way through an ever-changing warehouse, remembering every nook and cranny, even when boxes are shuffled…
Multimodal Perception Stacks
Imagine a robot that moves through a bustling city street, navigating traffic, listening for sirens, and responding to voice commands…
Foundation Models for Robotics
Imagine a robot that doesn’t just follow step-by-step scripts, but truly understands your intent, adapts on the fly, and even…
Vision-Language Models for Embodied Agents
Imagine a robot that not only sees the world, but truly understands it — connecting what it perceives visually with…
Speech Recognition in Noisy Environments
Imagine a voice assistant reliably understanding your commands in a bustling cafe, or a robot coordinating with teammates on a…
NLP for Robots: Intent, Slots, and Dialogue
Imagine a robot not just obeying commands, but understanding your intent, asking clarifying questions, and responding naturally—almost like a helpful…