Go to Zero
Selected as “New and Noteworthy” by Apple Podcasts, the highly-praised, award-nominated first season of "DeepMind: The Podcast" explores the fascinating world of artificial intelligence (AI). Join mathematician and broadcaster Hannah Fry as she meets world-class scientists and thinkers as they explain the foundations of AI, explore some of the challenges the field is wrestling with, and dives into the research that's led to breakthroughs like AlphaGo and AlphaFold. Whether you’re a beginner or an experienced researcher, join our journey into the past, present, and future of AI.
In episode 2, Hannah meets the team behind AlphaGo. In 2016, more than 200 million people watched it become the first computer program to defeat a professional human player at the game of Go, a milestone in AI research. Since then, the DeepMind team has continued to develop the system — including AlphaZero, a program that taught itself how to play chess, Go, and shogi.
Joined in this episode by Chess Grandmaster Matthew Sadler and Women’s International Master Natasha Regan (co-authors of Game Changer: AlphaZero's groundbreaking chess strategies and the promise of AI), DeepMind researchers tell the story of AlphaZero and explain why games continue to be such useful proving ground for AI research.
“Creativity takes us out of our expected patterns of behaviour. In that sense, the program was truly creative.” – David Silver, Lead Researcher at DeepMind
#AlphaGo #AlphaZero #worldchampion #creativity #artificialintelligence #DMpodcast
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Listen to the full series on YouTube: http://dpmd.ai/3geDPmL
Or search for “DeepMind: The Podcast” on your favourite podcast app, including:
Search “DeepMind: The Podcast” and subscribe on your favourite podcast app.
Apple Podcasts: http://dpmd.ai/2Rzlmcu
Google Podcasts: http://dpmd.ai/3geDjp5
Spotify: http://dpmd.ai/3w29cb4
Pocket Casts: https://pca.st/30m1
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RL Course by David Silver - Lecture 8: Integrating Learning and Planning
Google DeepMind
RL Course by David Silver - Lecture 1: Introduction to Reinforcement Learning
Google DeepMind
RL Course by David Silver - Lecture 2: Markov Decision Process
Google DeepMind
RL Course by David Silver - Lecture 5: Model Free Control
Google DeepMind
RL Course by David Silver - Lecture 6: Value Function Approximation
Google DeepMind
RL Course by David Silver - Lecture 4: Model-Free Prediction
Google DeepMind
RL Course by David Silver - Lecture 3: Planning by Dynamic Programming
Google DeepMind
RL Course by David Silver - Lecture 10: Classic Games
Google DeepMind
RL Course by David Silver - Lecture 7: Policy Gradient Methods
Google DeepMind
Google DeepMind: Ground-breaking AlphaGo masters the game of Go
Google DeepMind
Match 1 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo
Google DeepMind
Match 2 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo
Google DeepMind
Match 1 15 min Summary - Google DeepMind Challenge Match
Google DeepMind
Match 3 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo
Google DeepMind
Match 2 15 Minute Summary - Google DeepMind Challenge Match 2016
Google DeepMind
Match 3 15 Minute Summary - Google DeepMind Challenge Match 2016
Google DeepMind
Match 4 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo
Google DeepMind
Match 4 15 Minute Summary - Google DeepMind Challenge Match 2016
Google DeepMind
Match 5 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo
Google DeepMind
Match 5 15 Minute Summary - Google DeepMind Challenge Match 2016
Google DeepMind
DQN SPACE INVADERS
Google DeepMind
DQN Breakout
Google DeepMind
Asynchronous Methods for Deep Reinforcement Learning: Labyrinth
Google DeepMind
Asynchronous Methods for Deep Reinforcement Learning: MuJoCo
Google DeepMind
Asynchronous Methods for Deep Reinforcement Learning: TORCS
Google DeepMind
Differentiable neural computer family tree inference task
Google DeepMind
StarCraft II DeepMind feature layer API
Google DeepMind
DeepMind Health – Partnership with the Royal Free London NHS Foundation Trust
Google DeepMind
DeepMind Health – Michael Wise – a patient's journey
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Streams – a platform for a digital NHS
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DeepMind Lab - Nav Maze Level 1
Google DeepMind
DeepMind Lab - Stairway to Melon Level
Google DeepMind
DeepMind Lab - Laser Tag Space Bounce Level (Hard)
Google DeepMind
Exploring the mysteries of Go with AlphaGo and China's top players
Google DeepMind
Demis Hassabis on AlphaGo: its legacy and the 'Future of Go Summit' in Wuzhen, China
Google DeepMind
The Future of Go Summit: AlphaGo & Ke Jie match 1 moves analysis
Google DeepMind
The Future of Go Summit: AlphaGo & Ke Jie match 2 moves analysis
Google DeepMind
The Future of Go Summit: Pair Go moves analysis
Google DeepMind
The Future of Go Summit: AlphaGo & Ke Jie match 3 moves analysis
Google DeepMind
Emergence of Locomotion Behaviours in Rich Environments
Google DeepMind
StarCraft II 'mini games' for AI research
Google DeepMind
Trained and untrained agents play StarCraft II full 1vs1 game
Google DeepMind
DeepMind open source PySC2 toolset for Starcraft II
Google DeepMind
ICML 2017: Test of Time Award (Sylvain Gelly & David Silver)
Google DeepMind
Ke Jie and DeepMind's Go Ambassador Fan Hui review the 3rd AlphaGo vs Ke Jie game
Google DeepMind
Ke Jie and DeepMind's Go Ambassador Fan Hui review the 1st AlphaGo vs Ke Jie game
Google DeepMind
Ke Jie and DeepMind's Go Ambassador Fan Hui review the 2nd AlphaGo vs Ke Jie game
Google DeepMind
AlphaGo Zero: Discovering new knowledge
Google DeepMind
AlphaGo Zero: Starting from scratch
Google DeepMind
Defining principles for tech companies in the NHS: DeepMind Health's Collaborative Listening Summit
Google DeepMind
A systems neuroscience approach to building AGI - Demis Hassabis, Singularity Summit 2010
Google DeepMind
Retour de Rémi Munos en France et ouverture de DeepMind Paris
Google DeepMind
Grid cells - Caswell Barry, UCL
Google DeepMind
DeepMind Health Research and Moorfields Eye Hospital NHS Foundation Trust: What our research shows
Google DeepMind
DeepMind Health Research and Moorfields Eye Hospital NHS Foundation Trust: A Patient's Story
Google DeepMind
Deep Learning 3: Neural Networks Foundations
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Deep Learning 5: Optimization for Machine Learning
Google DeepMind
Deep Learning 8: Unsupervised learning and generative models
Google DeepMind
Reinforcement Learning 1: Introduction to Reinforcement Learning
Google DeepMind
Deep Learning 2: Introduction to TensorFlow
Google DeepMind
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