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#AlphaGo

Showing: 18 courses
Santa Fe Institute

AI- Friend or Foe? AlphaGo's Impact on the World of Go

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Explores AlphaGo's impact on Go strategy, professional players, and the game's future, discussing AI's role in revealing new techniques and challenging traditional approaches.
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18 Lesons
41 minutes
On-Demand
Free-Video
Kaggle

Tensor Processing Units - TPUs

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Explore Tensor Processing Units (TPUs) for accelerated deep learning, from basics to advanced optimization techniques and real-world applications.
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7 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Alexander Amini

MIT: Deep Reinforcement Learning

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Explore deep reinforcement learning concepts, algorithms, and applications, including Q-learning, policy gradients, and breakthroughs like AlphaGo and AlphaZero in game AI.
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13 Lesons
45 minutes
On-Demand
Free-Video
Pascal Poupart

Mastering Chess and Shogi

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Explore AlphaZero's revolutionary approach to chess and shogi, covering its architecture, training process, and impressive results compared to traditional AI methods.
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25 Lesons
25 minutes
On-Demand
Free-Video
The Royal Institution

The Future of AI: Dream or Nightmare? - 2023 Christmas Lectures - Lecture 3

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Explore AI's future with experts, examining opportunities and challenges as it evolves. Gain insights into potential impacts and developments in this rapidly advancing field.
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1 Lesons
59 minutes
On-Demand
Free-Video
The Royal Institution

The Truth About AI: My AI Life - 2023 Christmas Lectures - Lecture 2

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Professor Mike Wooldridge explores AI's pervasive role in daily life, revealing its current applications and impact. The lecture offers insights into AI's present capabilities and future potential.
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1 Lesons
59 minutes
On-Demand
Free-Video
Aleksa Gordić - The AI Epiphany

AlphaGo - Mastering the Game of Go with Deep Neural Networks and Tree Search - RL Paper Explained

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Comprehensive exploration of AlphaGo's groundbreaking AI system, detailing its neural networks, search algorithms, and innovative techniques that led to defeating professional Go players.
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14 Lesons
51 minutes
On-Demand
Free-Video
Steve Brunton

Deep Reinforcement Learning - Neural Networks for Learning Control Laws

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Explore neural networks in deep reinforcement learning for control systems, from game-playing AI to robotics. Learn about key algorithms and groundbreaking applications.
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7 Lesons
21 minutes
On-Demand
Free-Video
MITCBMM

Connections Between Physics and Deep Learning

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Explore the fascinating intersections of physics and deep learning, from neural networks to scale-invariant behavior, with insights from MIT's Max Tegmark.
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13 Lesons
52 minutes
On-Demand
Free-Video
MITCBMM

Demis Hassabis: Towards General Artificial Intelligence

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Explore cutting-edge AI research with DeepMind's CEO, covering breakthroughs like AlphaGo and potential impacts on science and healthcare. Gain insights into AI's future and its implications for understanding human cognition.
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26 Lesons
1 hour 8 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Artificial Intelligence: Success, Limits, Myths and Threats - Lecture 1

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Explore AI's successes, limitations, and societal impact. Delve into machine learning, neural networks, and the future of AI. Gain insights on scientific intelligence and ethical considerations.
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69 Lesons
1 hour 48 minutes
On-Demand
Free-Video
Alexander Amini

Reinforcement Learning - MIT 6.S191 Lecture 5

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Comprehensive exploration of deep reinforcement learning, covering Q-functions, policy gradients, and real-world applications like AlphaGo. Ideal for understanding RL fundamentals and advanced concepts.
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14 Lesons
1 hour
On-Demand
Free-Video
Alan Turing Institute

The Role of Multi-Agent Learning in Artificial Intelligence Research at DeepMind

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Explore multi-agent learning in AI research, focusing on cooperation among self-interested agents and the AlphaGo project's breakthrough in defeating top Go players using self-play algorithms.
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28 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Alexander Amini

Reinforcement Learning

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Comprehensive exploration of deep reinforcement learning, covering Q-functions, policy gradients, and real-world applications like AlphaGo. Ideal for understanding RL fundamentals and advanced concepts.
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14 Lesons
57 minutes
On-Demand
Free-Video
Alexander Amini

Reinforcement Learning

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Explore deep reinforcement learning concepts, from Q-functions to policy gradients, with applications in Atari games, real-world scenarios, and groundbreaking AI like AlphaGo.
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14 Lesons
44 minutes
On-Demand
Free-Video
Chris Hay

Write Your Own AI Agent with Monte Carlo Tree Search - Building a Tic-Tac-Toe Game

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Master Monte Carlo Tree Search algorithm implementation by building a Tic-Tac-Toe AI agent, exploring its applications in modern AI systems like AlphaGo and O1 models.
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1 Lesons
32 minutes
On-Demand
Free-Video
Finnish Center for Artificial Intelligence FCAI

Scalable and Flexible Distributed Reinforcement Learning Systems

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Explore scalable distributed reinforcement learning systems, focusing on flexible training loops, statement management, and GPU allocation. Gain insights into building efficient RLHF systems for large-scale applications.
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1 Lesons
51 minutes
On-Demand
Free-Video
Paul G. Allen School

Parables on the Power of Planning in AI - From Poker to Diplomacy

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Explore AI breakthroughs in games like poker, Go, and Diplomacy. Discover the crucial role of search/planning algorithms and their potential applications in improving machine learning models.
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1 Lesons
57 minutes
On-Demand
Free-Video