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Jan 23rd 2024
News
The Untold Story of the Atari Benchmark | Approximately Correct Podcast
When Amii Fellow and Canada CIFAR AI Chair Mike Bowling and his colleagues started using old Atari video games from the 1980s to test his reinforcement learning (RL) agents, he didn’t know it would eventually become a benchmark used by researchers worldwide.
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Feb 1st 2023
Research Post
Temporal Abstraction in Reinforcement Learning with the Successor Representation
Read this research paper, co-authored by Fellow & Canada CIFAR AI Chair at Russ Greiner: Towards artificial intelligence-based learning health system for population-level mortality prediction using electrocardiograms
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Feb 24th 2022
Research Post
The Partially Observable History Process
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Feb 1st 2022
Research Post
Rethinking formal models of partially observable multiagent decision making
Read this research paper, co-authored by Amii Fellow and Canada CIFAR AI Chairs Neil Burch and Michael Bowling: Rethinking formal models of partially observable multiagent decision making
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Jan 21st 2022
News
Recommended Reading: How AI changed the game of poker
AI has transformed the world of professional poker. Discover how the work of Amii researchers contributed to pro players going all-in on machine learning.
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Dec 6th 2021
Research Post
Player of Games
Read this research paper, co-authored by Amii Fellow and Canada CIFAR AI Chairs Neil Burch and Micheal Bowling: Player of Games
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Oct 29th 2021
Research Post
Learning to Be Cautious
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Sep 17th 2021
Research Post
Measuring the Solution Strength of Learning Agents in Adversarial Perfect Information Games
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Jul 20th 2021
News
The Tea Time Talks 2021: Week Three
Watch this week's videos featuring Michael Przystupa and Alex Lewandowski, as well as a panel moderated by Michael Bowling feat. Rich Sutton, Martha White, Patrick Pilarski & Rupam Mahmood!
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Jul 13th 2021
News
Amii at ICML 2021: Accepted papers & workshops
The work of Amii researchers is being featured at the 38th annual International Conference on Machine Learning (ICML), running online this year from July 18 to 24.
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Jul 7th 2021
News
The Tea Time Talks 2021: Week Two
Watch this week's videos featuring Michael Bowling, Patrick Pilarski and Rupam Mahmood! The Tea Time Talks are 20-minute talks on early-stage ideas, prospective research and technical topics.
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Jul 6th 2021
Research Post
A laplacian framework for option discovery in reinforcement learning
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Jun 23rd 2021
News
The Tea Time Talks 2021: Week One
Watch this week's videos featuring Richard Sutton, Rupam Mahmood and an RLAI panel! The Tea Time Talks are 20-minute talks on early-stage ideas, prospective research and technical topics.
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May 3rd 2021
Research Post
Sound Algorithms in Imperfect Information Games
Read this research paper, co-authored by Amii Fellow and Canada CIFAR AI Chairs Neil Burch and Michael Bowling: Sound Algorithms in Imperfect Information Games
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Apr 29th 2021
News
Amii research featured at AAMAS 2021
Amii is proud to share the work of our researchers at the 20th annual International Conference on Autonomous Agents and Multiagent Systems (AAMAS).
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Feb 23rd 2021
News
COMARL Virtual Seminars – Michael Bowling, Hindsight Rationality: Alternatives to Nash
On January 28, Fellow and Canada CIFAR AI Chair at Amii Michael Bowling (Professor of Computing Science at the University of Alberta) presented "Hindsight Rationality: Alternatives to Nash" as the inaugural talk in the COMARL Seminar Series.
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Feb 13th 2021
Research Post
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games
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Jan 29th 2021
News
Michael Bowling named a Fellow of the Association for the Advancement of Artificial Intelligence
Michael Bowling, Fellow and Canada CIFAR AI Chair at Amii, was elected a Fellow of the Association for the Advancement of Artificial Intelligence (AAAI). Also a Professor at the University of Alberta, Bowling is recognized for his contributions and leadership in the field of AI, including his work producing theoretical advancements in the world of imperfect (or hidden) information games and for playing an instrumental role in establishing the field of deep reinforcement learning.
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Jan 28th 2021
News
Amii papers published & researcher contributions at AAAI 2021
Amii is proud to share the work of our researchers being featured at the 35th AAAI Conference on Artificial Intelligence, running online this year from February 2 to 9.
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Jan 19th 2021
News
Amii welcomes 15 additional Canada CIFAR AI Chairs
As part of the January 2021 AICan, Amii is pleased to welcome 15 new Canada CIFAR AI Chairs into our research community.
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Jan 11th 2021
Research Post
Solving Common-Payoff Games with Approximate Policy Iteration
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Dec 10th 2020
Research Post
Hindsight and Sequential Rationality of Correlated Play
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Nov 30th 2020
News
Amii accepted papers, workshops & tutorials at NeurIPS 2020
Amii is proud to share the efforts and achievements of our researchers at the 34th Conference on Neural Information Processing Systems (NeurIPS), running online this year Dec 6 - 12.
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Aug 27th 2020
Research Post
The Advantage Regret-Matching Actor-Critic
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