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 March 3rd, Yan Wang— Master's student at the University of Alberta — presented “Effective Real-time Reinforcement Learning for Vision-Based Robotic Tasks" at the AI Seminar.
Recently we have seen many successful applications of Reinforcement Learning (RL). It is natural to extend the scope of RL to vision-based real-time learning of robotic control tasks. However, a vision-based real-time robotic RL agent faces some practical issues oft-ignored in conventional RL research. The first issue Yang investigates is that robots deployed in the real world are usually tethered to a resource-limited computer, while vision-based RL algorithms are expensive. The second issue he investigates is how to design an effective reward function that is independent of domain knowledge.
Watch the full presentation below:
Want to learn how you can kick-start your AI career? Find out more about Amii's Career Accelerator to find out more.
Mar 26th 2024
News
In this month's episode, Alona talks about how ChatGPT changed the public’s perception of what AI language models can do, instantly making most previous benchmarks seem out of date, and the excitement and intensity of working in a fast-moving field like AI.
Mar 18th 2024
News
Google.org announces new research grants to support critical AI research in Canada focused on areas such as sustainability and the responsible development of AI. The grant will provide a total of $2.7 million in grant funding to Amii, the Canadian Institute for Advanced Research (CIFAR) and the International Center of Expertise of Montreal on AI (CEIMIA).
Mar 11th 2024
News
Amii CEO, Cam Linke, shares insight and advice for executives in a rapidly changing AI landscape.
Looking to build AI capacity? Need a speaker at your event?