Robot Learning From Few Demonstrations by Exploiting Data Structure and Geometry
Explore robot learning from limited demonstrations, leveraging data structure and geometry. Discover optimal control strategies and intuitive interfaces for efficient skill acquisition in human-robot interaction.
Hierarchy, Abstractions and Geometry in Robotics - Spring 2021 Robotics Colloquium
Explore advanced robotics concepts, focusing on abstract reasoning and joint semantic-physical representations for improved planning and decision-making in complex environments.
Structuring Manipulation Tasks for More Efficient Learning
Exploring modular approaches to teach robots versatile manipulation skills for unstructured environments, focusing on object-centric solutions, context adaptation, and material-based interactions.
Feedback Design Principles for Efficient and Reliable Robot Learning
Exploring fusion of feedback control and reinforcement learning for efficient, reliable robot learning. Discusses reward shaping, co-design of controllers and algorithms, and future directions in robotics.
Next-Generation Robot Perception: Hierarchical Representations, Certifiable Algorithms, and Self-Supervised Learning
Exploring next-gen robot perception: hierarchical representations, certifiable algorithms, and self-supervised learning for enhanced spatial understanding and robust estimation in robotics.
Towards $1 Robots
Explore the future of accessible robotics through innovative design, fabrication, and control methods. Learn how low-cost robots can revolutionize work, education, and play for everyone worldwide.
Constraints and Planning for Forceful Robotic Manipulation
Explore algorithms for robotic manipulation tasks requiring force and motion planning. Learn about constraints, task planning, and strategies for complex multi-stage operations like twisting nuts or using tools.
Interactive Imitation Learning - Planning Alongside Humans
Explore interactive imitation learning for robots to adapt to human preferences, focusing on challenges beyond dataset collection and enabling seamless human-robot collaboration in real-world scenarios.
Acceptance over Ignorance - How to Embrace Uncertainty in Robotic Manipulation
Exploring approaches to embrace uncertainty in robotic manipulation, including scaffolding, object-centric planning, and deformable object control, to enhance robustness and adaptability in dynamic environments.
Robot Talent Agent - Building Interactive Robotic Experiences
Explore the fascinating world of social robotics with Heather Knight as she discusses interactive robotic experiences, from reactive flower sculptures to a stand-up comedy robot, blurring the lines between art and science.
Imitating Shortest Paths in Simulation for Real-World Robot Navigation and Manipulation
Exploring how imitating shortest path planners in simulation can produce effective real-world robots for navigation and manipulation, without human demonstrations or reinforcement learning.
Drones, RemoteID and the Thrilling Future of UAS Flight
Explore RemoteID technology reshaping drone flight with real-time tracking. Discover applications, challenges, safety, and regulatory aspects of the drone industry. Ignite your imagination about the future of UAV flight.
How to Build a Wall Drawing Robot - Part 1: Building Scrawly Wally
Step-by-step guide to building a wall-drawing robot, covering hardware assembly, electronics, Raspberry Pi setup, and drawing mechanics. Includes live demo and code walkthrough.
Building and Using a BrachioGraph: The Cheapest Robot Drawing Arm
Learn to build and operate a BrachioGraph, the cheapest robot drawing arm. Covers assembly, wiring, software setup, and creating art using Raspberry Pi and Python. Ideal for DIY enthusiasts and aspiring roboticists.
The OttoDIY Story - From Hobby to HP
Explore OttoDIY's evolution from a hobby project to HP partnership, covering challenges, open-source impact, and the innovative HP Robot Auto's features and programming.
The Power of Automation: How Robotics Can Dramatically Reduce Cell Therapy Manufacturing Costs and Scale Patient Access
Descubre cómo la automatización robótica puede reducir costos y aumentar el acceso a terapias celulares. Aprende sobre los desafíos actuales y las soluciones innovadoras para escalar la producción de medicamentos individualizados.
Eating the Open Source Security Sandwich with Skootrs
Explore Skootrs, an open-source tool simplifying adoption of security practices for software developers through automation and guardrails.
Can Robots Help Us Understand Who We Are? - Exploring Human Nature Through Robotics
Explore the intersection of robotics and human identity with Professor Nanayakkara's thought-provoking inaugural lecture on the potential of robots to illuminate our understanding of ourselves.
Bio-inspired Drones for Sustainable Societal Good
Explore the future of bio-inspired flying robots and their potential to improve lives and protect the environment through autonomous tasks and intelligent design.
Feeling Like a Scientist, Wastewater Disease Tests, and Summer Droughts
Explore scientific breakthroughs: flu predictions, 3D-printing drones, space propulsion, wastewater disease detection, and drought impacts. Gain insights from experts on cutting-edge research and real-world applications.
This and That: Language-Gesture Conditioning of Visual Generative Models for Robotics - Tech Talk #7
Explore visual generative models, language-gesture conditioning, and video-to-robot action in this tech talk on advanced machine learning for robotics, featuring research insights and future directions.