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License: MIT License
Simple agent training wrapper for Vizdoom environment.
License: MIT License
In order to make this repo public write a neat README file, where you mention both Vizdoom and SuperdataScience team
As the course Doom environment is working anymore - prepare a better solution with the ViZDoom
Apart of health, add delta of health, step number and other features if you find them crucial
The rocket basic scenario is not working right now due to different way of reading the images (don't know why, but the channels are different there).
Make player more configurable to avoid a lot of changing in the code between running the scenarios
Check the colab code from the Udemy and compare how the network wrapped around gym looks like and search for potential bugs in my code
The additional numbers like health, ammo count etc. provide a really useful information about the environment - find a way how to extend the fully connected layer both with the information from the pooling and these numbers.
Change the full connected layer from the linea neurons to the LSTM cells, so network might find correlations between the stages.
Check if it's possible to record episodes on Windows, and if yes - implement it
Create a model loader to be able to show how the agent performs.
Create an agent for defend the centre scenario, train it and create a movie how it performs - as a result share all the movies on the LinkedIn.
Do it on the base of the two input agent.
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