DeepMind Health Research and Moorfields Eye Hospital NHS Foundation Trust: A Patient's Story

1

RL Course by David Silver - Lecture 8: Integrating Learning and Planning

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RL Course by David Silver - Lecture 1: Introduction to Reinforcement Learning

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RL Course by David Silver - Lecture 2: Markov Decision Process

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RL Course by David Silver - Lecture 5: Model Free Control

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RL Course by David Silver - Lecture 6: Value Function Approximation

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RL Course by David Silver - Lecture 4: Model-Free Prediction

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RL Course by David Silver - Lecture 3: Planning by Dynamic Programming

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RL Course by David Silver - Lecture 10: Classic Games

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RL Course by David Silver - Lecture 7: Policy Gradient Methods

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10

Google DeepMind: Ground-breaking AlphaGo masters the game of Go

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Match 1 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo

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Match 2 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo

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Match 1 15 min Summary - Google DeepMind Challenge Match

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Match 3 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo

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Match 2 15 Minute Summary - Google DeepMind Challenge Match 2016

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Match 3 15 Minute Summary - Google DeepMind Challenge Match 2016

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Match 4 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo

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Match 4 15 Minute Summary - Google DeepMind Challenge Match 2016

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Match 5 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo

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Match 5 15 Minute Summary - Google DeepMind Challenge Match 2016

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DQN SPACE INVADERS

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DQN Breakout

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Asynchronous Methods for Deep Reinforcement Learning: Labyrinth

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Asynchronous Methods for Deep Reinforcement Learning: MuJoCo

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Asynchronous Methods for Deep Reinforcement Learning: TORCS

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Differentiable neural computer family tree inference task

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StarCraft II DeepMind feature layer API

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28

DeepMind Health – Partnership with the Royal Free London NHS Foundation Trust

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29

DeepMind Health – Michael Wise – a patient's journey

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Streams – a platform for a digital NHS

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31

DeepMind Lab - Nav Maze Level 1

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DeepMind Lab - Stairway to Melon Level

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DeepMind Lab - Laser Tag Space Bounce Level (Hard)

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Exploring the mysteries of Go with AlphaGo and China's top players

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Demis Hassabis on AlphaGo: its legacy and the 'Future of Go Summit' in Wuzhen, China

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The Future of Go Summit: AlphaGo & Ke Jie match 1 moves analysis

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The Future of Go Summit: AlphaGo & Ke Jie match 2 moves analysis

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The Future of Go Summit: Pair Go moves analysis

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The Future of Go Summit: AlphaGo & Ke Jie match 3 moves analysis

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Emergence of Locomotion Behaviours in Rich Environments

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StarCraft II 'mini games' for AI research

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Trained and untrained agents play StarCraft II full 1vs1 game

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DeepMind open source PySC2 toolset for Starcraft II

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ICML 2017: Test of Time Award (Sylvain Gelly & David Silver)

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Ke Jie and DeepMind's Go Ambassador Fan Hui review the 3rd AlphaGo vs Ke Jie game

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Ke Jie and DeepMind's Go Ambassador Fan Hui review the 1st AlphaGo vs Ke Jie game

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Ke Jie and DeepMind's Go Ambassador Fan Hui review the 2nd AlphaGo vs Ke Jie game

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48

AlphaGo Zero: Discovering new knowledge

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AlphaGo Zero: Starting from scratch

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Defining principles for tech companies in the NHS: DeepMind Health's Collaborative Listening Summit

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A systems neuroscience approach to building AGI - Demis Hassabis, Singularity Summit 2010

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52

Retour de Rémi Munos en France et ouverture de DeepMind Paris

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Grid cells - Caswell Barry, UCL

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DeepMind Health Research and Moorfields Eye Hospital NHS Foundation Trust: What our research shows

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DeepMind Health Research and Moorfields Eye Hospital NHS Foundation Trust: A Patient's Story

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Deep Learning 3: Neural Networks Foundations

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Deep Learning 5: Optimization for Machine Learning

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Deep Learning 8: Unsupervised learning and generative models

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Reinforcement Learning 1: Introduction to Reinforcement Learning

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Deep Learning 2: Introduction to TensorFlow

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