Deep Learning - Halite II 2017 Artificial Intelligence Competition p.4

Channel:
Subscribers:
1,410,000
Published on ● Video Link: https://www.youtube.com/watch?v=KPBRWF7ALPQ



Duration: 29:49
13,815 views
364


Hello and welcome to a tutorial on deep learning with Halite II. In this tutorial and the subsequent ones, I will be breaking down some of our options for using neural networks, or even many other classifiers, for playing Halite II.

To do AI, in general, you need a fixed featureset and fixed labels. The featureset is an input vector to the neural network and the labels will be the output layer. Featuresets must all be identical, and each index in each featureset must be of identical type to the next featureset's index.

Text tutorials and sample code: https://pythonprogramming.net/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


2018-02-27Sentiment 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
2017-11-27Building Database - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.5



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