Maciej Jaskowski - Let's play Space Invaders!
696 views · Published 31 May 2016 · 35:14 · Indexed 12 November 2026
Channel: PyData · 2016 · Science & Technology
PyData Berlin 2016 Neural Networks became recently very hot topic because of some eye-catching developments like Deep Dream and successes like AlphaGo winning with Go master. I will show how I taught my Deep Q-Network (DQN) to play Space Invaders and explain principles behind DQN and show other exciting advances in Deep Reinforcement Learning. Neural Networks became recently very hot topic because of some very eye-catching developments like Deep Dream and successes like AlphaGo winning with Go master. I will show how I taught my Deep Q-Network (DQN) to play Space Invaders and explain principles behind DQN. Going beyond this example I will show some exciting advances and applications of Deep Reinforcement Learning like attention. 00:00 Welcome! 00:10 Help us add time stamps or captions to this video! See the description for details. Want to help add timestamps to our YouTube videos to help with discoverability? Find out more here: https://github.com/numfocus/YouTubeVideoTimestamps
More from this channel
-
31:23
Kostas Perifanos - Authorship Attribution Using Python
-
31:08
Prash Majmudar - Measuring the Digital Economy Using Big Data
-
36:26
Ian Ozsvald - The High Performance Python Landscape
-
37:48
Mike Muller - Shared Memory Parallelism with Python
-
35:01
Martin Goodson - Most Winning A/B Test Results are Illusory
-
30:19
Mark Basham - Python for High Throughput Science
-
1:13:42
David Cournapeau & Simon Jagoe - Narrowing the Gap Between Array Computing and Databases
-
31:38
Emlyn Clay - Phython, Pharmaceuticals & Discovery