Paul G. Allen School Courses

Surgical Robotics via Internet - Challenges and Safety Considerations

Explore challenges and solutions in remote surgical robotics, including internet reliability, patient safety, and cybersecurity. Learn about automation and robust systems for safe remote operations.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

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.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

FarmBeats: An AI and IoT Platform for Data-driven Agriculture

Explore FarmBeats, an innovative IoT platform revolutionizing agriculture with AI-driven data collection from sensors, cameras, and drones. Learn how it overcomes connectivity challenges and enhances farm productivity.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

Visual Pattern Exploration At and Across Scales

Innovative visualization systems for exploring patterns in large-scale datasets, combining interactive visual techniques with machine learning to enhance data analysis in genomics, geospatial, and time-series fields.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

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.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Allen School Colloquium - NLP Research Lab Presentations

Cutting-edge NLP research presentations on data use, efficient training, tokenization challenges, political bias propagation, and privacy risks in language models.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

We (Finally) Have Dexterous Robotic Manipulation - Now What? - 2024 Winter Robotics Colloquium

Exploring advancements in dexterous robotic manipulation, focusing on mechanism design, tactile sensing, and motor learning. Discusses future implications and applications of improved robot dexterity.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

AI with a Human Perspective - What We See and What We Value

Explore AI's evolution in visual intelligence, from neuroscience-inspired algorithms to addressing ethical concerns and developing human-centered applications in healthcare and robotics.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Unlocking the Power of AI for the Greater Good

Explore AI's potential for societal benefit through innovative research, ethical considerations, and real-world applications in this thought-provoking keynote by Ali Farhadi.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Unlocking the Power of AI for the Greater Good - Panel 1: UW AI Research and Its Importance

Experts discuss UW's AI research initiatives, exploring applications in protein design, ophthalmology, electrical engineering, and computer science to address societal challenges and advance scientific understanding.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

What Industry Needs to Succeed with AI - Panel Discussion

Industry experts discuss key factors for successful AI implementation, focusing on challenges, opportunities, and ethical considerations in various sectors.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

Secure Systems from Insecure Components

Explore innovative cryptographic approaches to build resilient systems that withstand compromises, offering practical solutions for authentication and data protection in today's vulnerable digital landscape.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Information Complexity of Mixed-Integer Convex Optimization

Explore information complexity in mixed-integer convex optimization, including oracle-based bounds and partial first-order information impacts, with insights from Professor Amitabh Basu.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Robot Learning with Minimal Human Feedback

Explore innovative techniques for training robots with minimal human feedback, from single demonstrations to eye gaze, and learn about leveraging pretrained models for efficient robot learning.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Robot Learning with Minimal Human Feedback

Explore techniques for training robots with minimal human feedback, including reinforcement learning, language corrections, and leveraging pretrained vision-language models for direct supervision.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video