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Cutting Edge Machine Learning.
Vast Computational Power.
Massive Data.
We research and we build.

Publications

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Uncertainty-Aware Action Advising for Deep Reinforcement Learning Agents
Authors: F. L. Da Silva, P. Hernandez-Leal , B. Kartal , M. E. Taylor

Diachronic Embedding for Temporal Knowledge Graph Completion
Authors: R. Goel, S. M. Kazemi , M. A. Brubaker , P. Poupart

A Survey and Critique of Multiagent Deep Reinforcement Learning
Authors: P. Hernandez-Leal , B. Kartal , M. Taylor

Towers of Saliency: A Reinforcement Learning Visualization Using Immersive Environments
Authors: N. Douglas, D. Yim, B. Kartal , P. Hernandez-Leal , M. E. Taylor , F. Maurer

Maximum Entropy Monte-Carlo Planning
Authors: C. Xiao, R. Huang , J. Mei, D. Schuurmans, M. Müller

Privacy-Preserving Q-Learning with Functional Noise in Continuous Spaces
Authors: B. Wang, N. Hegde
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Updates

RBC winners achieving global stature in their fields
Press

Tutorial #4: auxiliary tasks in deep reinforcement learning
Blog

Managing Bias and Risk at Every Step of the AI-Building Process K. Hume , A. LaPlante
Press

Tutorial #3: few-shot learning and meta-learning II
Blog

Borealis AI opens doors to Waterloo office and pledges support for Communitech’s Leaders Prize
Blog

Joseph Bou-Younes joins Borealis AI as Head of Product
Blog