News
The AI Seminar is a weekly meeting at the University of Alberta where researchers interested in artificial intelligence (AI) can share their research. Presenters include both local speakers from the University of Alberta and visitors from other institutions. Topics can be related in any way to artificial intelligence, from foundational theoretical work to innovative applications of AI techniques to new fields and problems.
On October 27, Amii & University of Alberta PhD student Gautham Vasan presented "Learning Sparse-Reward Tasks on Real Robots From Scratch" at the AI Seminar.
Abstract:
Learning from experience and continual adaptation to changing environments is crucial for intelligent robots to solve an open-ended sequence of increasingly complex tasks. In this talk, Vasan outlines some oft-ignored, practical challenges of continual learning on real-world robots and addresses two such issues: (i) How to specify reinforcement learning tasks?, and (ii) How to set up a real-time learning agent? The findings helped produce the first demonstration of pixel-based control by real-time model-free learning on four different kinds of real robots from scratch in just a few hours.
Watch the full presentation below:
Learn how Amii can help you kick-start your AI career! Check out our Talent Journey page.
Jul 24th 2024
News
How do we get the best results when AI and human beings work together? In this episode of Approximately Correct, we’re looking into Human-In-The-Loop AI with Amii Fellow and Canada CIFAR AI Chair Matt Taylor.
Jul 22nd 2024
News
Read our monthly update on Alberta’s growing machine intelligence ecosystem and exciting opportunities to get involved.
Jul 18th 2024
News
Amii announces work with Communitech, a Waterloo Region innovation hub, to empower startup founders with the AI tools and resources they need to integrate AI and build in-house capabilities successfully. The collaboration will leverage Amii’s leading AI expertise and resources and be centred around Amii’s Machine Learning Exploration (ML Exploration) program.
Looking to build AI capacity? Need a speaker at your event?