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AurelianTactics in aureliantactics

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

Paper Implementation of ‘Using Unity to Help Solve Intelligence:’ Code Walkthrough

AurelianTactics in aureliantactics

Paper Implementation: Using Unity to Help Solve Intelligence

AurelianTactics in aureliantactics

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

Implementing DQNClipped and DQNReg with Stable Baselines

AurelianTactics in aureliantactics

BCQ with a GAN

There’s been a lot of interesting stuff in the field of batch Reinforcement Learning (aka offline RL) since I wrote about…

AurelianTactics in aureliantactics

Implementing Unity Machine Learning into an Existing Game: Gridworld in Aurelian Tactics

AurelianTactics in aureliantactics

Training Tic-tac-toe AI in Unity ML

I plan on doing a Reinforcement Learning (RL) project on a turn-based environment using Unity…

AurelianTactics in aureliantactics

Setting Up Unity ML Agents with Ray and Stable Baselines

AurelianTactics in aureliantactics

Batch-Constrained Deep Q Learning in TensorFlow

aureliantactics

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

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