DQN Breakout

1

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

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2

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

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3

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

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4

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

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5

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

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6

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

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7

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

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8

RL Course by David Silver - Lecture 10: Classic Games

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9

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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11

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

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12

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

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13

Match 1 15 min Summary - Google DeepMind Challenge Match

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14

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

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15

Match 2 15 Minute Summary - Google DeepMind Challenge Match 2016

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16

Match 3 15 Minute Summary - Google DeepMind Challenge Match 2016

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17

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

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18

Match 4 15 Minute Summary - Google DeepMind Challenge Match 2016

Google DeepMind

19

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

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20

Match 5 15 Minute Summary - Google DeepMind Challenge Match 2016

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21

DQN SPACE INVADERS

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▶

DQN Breakout

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23

Asynchronous Methods for Deep Reinforcement Learning: Labyrinth

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24

Asynchronous Methods for Deep Reinforcement Learning: MuJoCo

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25

Asynchronous Methods for Deep Reinforcement Learning: TORCS

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26

Differentiable neural computer family tree inference task

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27

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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30

Streams – a platform for a digital NHS

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31

DeepMind Lab - Nav Maze Level 1

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32

DeepMind Lab - Stairway to Melon Level

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33

DeepMind Lab - Laser Tag Space Bounce Level (Hard)

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34

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

Google DeepMind

35

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

Google DeepMind

36

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

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37

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

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38

The Future of Go Summit: Pair Go moves analysis

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39

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

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40

Emergence of Locomotion Behaviours in Rich Environments

Google DeepMind

41

StarCraft II 'mini games' for AI research

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42

Trained and untrained agents play StarCraft II full 1vs1 game

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43

DeepMind open source PySC2 toolset for Starcraft II

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44

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

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45

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

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46

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

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47

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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49

AlphaGo Zero: Starting from scratch

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50

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

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51

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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53

Grid cells - Caswell Barry, UCL

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54

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

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55

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

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56

Deep Learning 3: Neural Networks Foundations

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57

Deep Learning 5: Optimization for Machine Learning

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58

Deep Learning 8: Unsupervised learning and generative models

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59

Reinforcement Learning 1: Introduction to Reinforcement Learning

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60

Deep Learning 2: Introduction to TensorFlow

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