Understanding PPO Plots in TensorBoard

OpenAI Baselines and Unity Machine Learning have TensorBoard integration for their Proximal…

Integrating New Games into Retro Gym

OpenAI’s retro gym is a great tool for using Reinforcement Learning (RL) algorithms on classic…

In an earlier post, I wrote about a naive way to use human demonstrations to help train a Deep-Q Network (DQN) for Sonic the Hedgehog. After that mostly unsuccessful attempt I read an interesting paper called Deep Q-learning from…

See my prior blog post for an intro to this and this repo for the files I’ll be discussing.

The University of California Deep Reinforcement Learning (RL) course has a lecture by John…

Using Ray for Reinforcement Learning

I’ve been exploring ray for Reinforcement Learning (RL) the past couple of weeks. ray provides…

I’ve been attempting to clear all levels in the original Sonic the Hedgehog for Genesis using OpenAI’s retro gym to train a Reinforcement Learning (RL) agent. I’ll have more on that in some upcoming posts. In this post and…