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#Bandit Algorithms

Showing: 12 courses
Open Data Science

Applied Reinforcement Learning for Online Ads and Recommender Systems

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Explore how Reinforcement Learning revolutionizes online advertising, from personalized content delivery to stochastic bandit algorithms, covering business impacts and technical challenges in real-world implementation.
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5 Lesons
43 minutes
On-Demand
Free-Video
Paul G. Allen School

Bandits - Kevin Jamieson - University of Washington

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Explore bandit algorithms and their applications in machine learning, from drug development to content recommendation, with a focus on regret minimization and stochastic models.
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13 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Paul G. Allen School

Tracking Significant Changes in Bandit - IFDS 2022

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Explores significant changes in bandit algorithms, focusing on adaptive procedures and random replays for tracking environmental shifts in reward and context distributions.
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15 Lesons
49 minutes
On-Demand
Free-Video
Paul G. Allen School

Bandits - Lecture 5

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Explore multi-armed bandit algorithms and their applications in decision-making under uncertainty with Professor Kevin Jamieson from the University of Washington.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Paul G. Allen School

Bandits IV - Advanced Techniques in Multi-Armed Bandit Algorithms

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Explore advanced bandit algorithms and their applications in machine learning with Kevin Jamieson from the University of Washington.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Paul G. Allen School

Bandits III - Advanced Algorithms for Multi-Armed Bandits

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Explore advanced bandit algorithms and their applications in machine learning, focusing on theoretical foundations and practical implementations.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
DevConf

AI-Driven Application Optimization Using Bandit Algorithms

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Explore bandit algorithms for personalized experiences in modern applications, from recommendations to network optimization. Gain insights as both developer and user.
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1 Lesons
15 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Towards Fast Autonomous Learners: Advances in Reinforcement Learning - 2015

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Explore reinforcement learning for AI agents interacting with humans, focusing on sample efficiency and transfer learning to improve educational tools and decision-making systems.
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16 Lesons
57 minutes
On-Demand
Free-Video
Dave Churchill

Introduction to Artificial Intelligence - Bandit Algorithms - Lecture 16

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Explore bandit algorithms in AI, learning key techniques for optimizing decision-making in uncertain environments through practical applications and examples.
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1 Lesons
55 minutes
On-Demand
Free-Video
Dave Churchill

Introduction to Artificial Intelligence - Bandit Algorithms - Lecture 14

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Explore bandit algorithms in AI, covering key concepts and applications in problem-solving and decision-making scenarios. Learn techniques for balancing exploration and exploitation.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Dave Churchill

Introduction to Artificial Intelligence - Bandit Algorithms - Lecture 15

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Explore bandit algorithms in AI, learning key concepts and applications for modern problem-solving in gaming environments.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Uncertainty in Artificial Intelligence

Online Optimization Meets Federated Learning - Tutorial

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Explore state-of-the-art theoretical results in online optimization, federated learning, and their intersection. Gain insights into regret analysis, data heterogeneity, and distributed online optimization.
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1 Lesons
2 hours 22 minutes
On-Demand
Free-Video