Paul G. Allen School Courses

Bridging State and Action: Towards Continual Reinforcement Learning - 2023 Fall Robotics Colloquium

Explore AI systems that learn to represent knowledge, plan, and adapt through reinforcement learning. Discover a framework for efficient reasoning using affordances and temporally abstract partial models.

• YouTube
• 53 minutes
• On-Demand
• Free Video

Valedictory - Who Am I? Exploring Life Beyond Computer Science

Martin Tompa explores his identity beyond computer science, focusing on his passion for genealogy and family history. He shares personal stories and family secrets in this engaging valedictory lecture.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Distinguished Seminar in Optimization and Data - Ryan O'Donnell

Explore quantum state tomography, distribution metrics, and independence testing with insights on quantum-inspired improvements to classical problems in optimization and data analysis.

• YouTube
• 1 hour 1 minute
• On-Demand
• 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
• On-Demand
• Free Video

Proof-driven Development of Production-quality Cryptographic Software

Explore formal verification in cryptographic software development, focusing on Fiat Cryptography's innovative approach to achieving expert-level performance with comprehensive computer-checked proofs and specializing compilation.

• YouTube
• 57 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Open the Paths - Transportation Data Equity Workshop

Explore transportation data equity with experts, focusing on inclusive mobility solutions and data-driven approaches for equitable urban planning and accessibility.

• YouTube
• 1 hour 43 minutes
• On-Demand
• Free Video

Open the Paths - Translating Experiences to Data

Explore innovative methods for converting real-world experiences into meaningful data, enhancing decision-making and problem-solving across various fields and industries.

• YouTube
• 1 hour 43 minutes
• On-Demand
• Free Video

Connected by Transit - The Future of Community Access

Explore the future of community access through transit, focusing on disability rights and inclusive transportation solutions for all.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Amazon India Commute On-Demand Review

Explore innovative solutions for urban mobility challenges in India, focusing on Amazon's on-demand commute program and its impact on traffic congestion and employee satisfaction.

• YouTube
• 54 minutes
• On-Demand
• Free Video

Open the Paths: Washington Data for On-Demand Transit - Advancing GTFS-Flex

Explore advancements in GTFS-Flex for on-demand transit data in Washington State, featuring insights from Find a Ride, Hopelink, and the Washington State Department of Transportation.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Open the Paths: A Collaborative Approach to Building Pedestrian Data

Explore collaborative methods for creating comprehensive pedestrian data, enhancing urban mobility and accessibility through innovative mapping techniques.

• YouTube
• 25 minutes
• On-Demand
• Free Video