PPO Hyperparameters and Ranges

Proximal Policy Optimization (PPO) is one of the leading Reinforcement Learning (RL) algorithms. PPO is…

4 responses

AurelianTactics in aureliantactics

Jul 18, 2018

Integrating New Games into Retro Gym

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

4 responses

AurelianTactics in aureliantactics

Dec 1, 2022

Reinforcement Learning Competitions — 12/1/2022 Update

Here is a list of upcoming, ongoing, and completed Reinforcement Learning competitions I have compiled:

https://docs.google.com/spreadsheets/d/1Rw_rWzI-8lfGKtHHFlSWqswyZrCRPuwmQbad1ZlYxIk/edit?usp=sharing

AurelianTactics in aureliantactics

Dec 4, 2021

Custom Reinforcement Learning Environment Usage for Ray, Stable Baselines 3, and Acme

Let’s say you want to apply a Reinforcement Learning (RL) algorithm to your problem. The are dozens of open sourced RL frameworks to choose from such as Stable Baselines 3 (SB3), Ray…

AurelianTactics in aureliantactics

Dec 8, 2018

Retro Gym with Baselines: 4 Basic Usage Tips

A short summary and code example followed by explanations.

AurelianTactics in aureliantactics

Jun 28, 2018

Creating a Custom Reward Function in Retro Gym and Other Utilities

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…

2 responses

AurelianTactics in aureliantactics

Jan 9, 2019

Basic TRFL Usage: Target Network Updating

Continuing my exploration of TRFL — a Reinforcement…

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aureliantactics

Blogging about Reinforcement Learning and Machine Learning. Github repo at: https://github.com/AurelianTactics

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PPO Hyperparameters and Ranges

Integrating New Games into Retro Gym

Reinforcement Learning Competitions — 12/1/2022 Update

Custom Reinforcement Learning Environment Usage for Ray, Stable Baselines 3, and Acme

Retro Gym with Baselines: 4 Basic Usage Tips

Blogging About Reinforcement Learning at Medium.com

Training Tic-tac-toe AI in Unity ML

Trust Region-Guided Proximal Policy Optimization

Creating a Custom Reward Function in Retro Gym and Other Utilities

Basic TRFL Usage: Target Network Updating

Continuing my exploration of TRFL — a Reinforcement…