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5 videos found
Title slide for a presentation by Aldo Pacchiano titled "The Dissimilarity Dimension: Sharper Bounds for Optimistic Algorithms"
55:02
TILOS Seminar: The Dissimilarity Dimension: Sharper Bounds for Optimistic Algorithms
12views
Foundations,
TILOS Seminar Series
bandits,
Eluder dimension,
optimistic algorithms,
reinforcement learning
Title slide for a presentation titled "AI/ML for IC Design and EDA"
03:16:35
IEEE Seasonal School: Deep / Reinforcement Learning
16views
Chip Design,
Machine Learning,
Workshops and Tutorials
deep learning,
electronic design automation,
machine learning,
reinforcement learning
Title slide for a presentation by Dr. Maryam Fazel titled "On Policy Optimization Methods for Control"
54:45
TILOS Seminar: On Policy Optimization Methods for Control
16views
Foundations,
TILOS Seminar Series
control theory,
nonconvex optimization,
policy optimization,
reinforcement learning
Title slide for a presentation by Haoxing (Mark) Ren titled "Machine Learning for Design Methodology and EDA Optimization"
01:04:07
TILOS Seminar: ML for Design Methodology and EDA Optimization
17views
Chip Design,
Machine Learning,
TILOS Seminar Series
electronic design automation,
machine learning,
physics-based modeling,
reinforcement learning,
self-supervised learning
Title slide for a presentation by Sherief Reda titled "How to use Machine Learning for Combinatorial Optimization"
01:03:47
TILOS Seminar: How to use Machine Learning for Combinatorial Optimization
14views
Foundations,
Machine Learning,
TILOS Seminar Series
combinatorial optimization,
deep learning,
machine learning,
reinforcement learning
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This project is supported by the U.S. National Science Foundation under CCF-2112665. Any opinions, findings, conclusions, or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the U.S. National Science Foundation.

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