Training Data - Halite II 2017 Artificial Intelligence Competition p.5

Channel:
Subscribers:
1,410,000
Published on ● Video Link: https://www.youtube.com/watch?v=OByH7g6T5-A



Duration: 16:00
9,671 views
241


Welcome to the next part of the deep learning with Halite II tutorials. In the previous tutorial, we created an example bot that just chooses randomly between mining empty planets, mining our own planets, and attacking the enemy. In this tutorial, we're going to write a script to automatically play games with this bot versus itself, and then we'll take just the moves of the winning player, saving them as training data for an AI.

Text tutorials and sample code: https://pythonprogramming.net/training-data-deep-learning-halite-ii-artificial-intelligence-competition/
https://pythonprogramming.net/support-donate/
https://twitter.com/sentdex
https://www.facebook.com/pythonprogramming.net/
https://www.twitch.tv/sentdex
https://plus.google.com/+sentdex




Other Videos By sentdex


2018-02-28Streaming Tweets and Sentiment - Data Visualization GUIs with Dash and Python p.7
2018-02-27Sentiment Analysis in Python with TextBlob and VADER Sentiment (also Dash p.6)
2018-02-16Vehicle sensor data App Example - Data Visualization GUIs with Dash and Python p.5
2018-02-15Live Graphs with Events - Data Visualization GUIs with Dash and Python p.4
2018-02-14Dynamic Graph based on User Input - Data Visualization GUIs with Dash and Python p.3
2018-02-13Interactive User Interface - Data Visualization GUIs with Dash and Python p.2
2018-02-12Intro - Data Visualization GUIs with Dash and Python p.1
2018-01-19Creating a Reddit Bot to Detect Spam - Python Reddit API Wrapper (PRAW) tutorial p.4
2018-01-12Deploying Model - Halite II 2017 Artificial Intelligence Competition p.7
2018-01-11Training Model - Halite II 2017 Artificial Intelligence Competition p.6
2018-01-10Training Data - Halite II 2017 Artificial Intelligence Competition p.5
2018-01-09Deep Learning - Halite II 2017 Artificial Intelligence Competition p.4
2017-12-23Custom Bot - Halite II 2017 Artificial Intelligence Competition p.3
2017-12-22Modifying Starter Bot - Halite II 2017 Artificial Intelligence Competition p.2
2017-12-22Introduction - Halite II 2017 Artificial Intelligence Competition p.1
2017-12-17Bitcoin & Adpocalypse - Q&A 12
2017-12-15Interacting with our Chatbot - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.9
2017-12-08New NVIDIA card, standing desk, video releases - Q&A 11
2017-12-04NMT Concepts and Parameters - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.8
2017-12-03Training a Model - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.7
2017-12-02Database to Training Data - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.6



Tags:
halite
two sigma
deep learning
tensorflow
keras
artificial intelligence
ai
competition
challenge
machine learning
python
tutorial