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Posts

• 

  Dueling Network Architectures

  ???

  Apr 20, 2020

• 

  Rendering OpenAI Gym Envs on Binder and Google Colab

  Notes on solving a mildly tedious (but important) problem

  Apr 16, 2020

• 

  Improving the Double DQN algorithm using prioritized experience replay

  Notes on improving the Double DQN algorithm using prioritized experience replay.

  Apr 14, 2020

• 

  Improving the DQN algorithm using Double Q-Learning

  Notes on improving the DQN algorithm using Double Q-learning.

  Apr 11, 2020

• 

  Getting familiar with deep Q-networks

  Notes on the seminal Deep Q-Networks *Nature* paper from Deepmind.

  Apr 3, 2020

• 

  Conda (+ pip) and Docker FTW!

  A solution to the environment and package management problems that plague data science projects.

  Mar 31, 2020

• 

  Building a Conda environment for Horovod

  Getting started with distributed training of DNNs using Horovod.

  Mar 30, 2020

• 

  Managing Project-Specific Environments With Conda

  Getting started with Conda and a minimal set of "best practices" for daily use.

  Mar 29, 2020