AurelianTacticsUsing kaniko with MinIOTLDR: https://github.com/GoogleContainerTools/kaniko/pull/698Sep 17Sep 17
AurelianTacticsVGC AI Competition 2024 Edition: 3rd Place SubmissionThis post is a write up of my 3rd place submission in the VGC AI 2024 AI competition.Jul 22Jul 22
AurelianTacticsinaureliantacticsReinforcement Learning Competitions — 12/1/2022 UpdateHere is a list of upcoming, ongoing, and completed Reinforcement Learning competitions I have compiled:Dec 2, 2022Dec 2, 2022
AurelianTacticsinaureliantacticsPaper Implementation of ‘Using Unity to Help Solve Intelligence:’ Code WalkthroughIn this post I’ll detail my code, process, and next steps for implementing the DeepMind paper “Using Unity to Help Solve Intelligence.” See…Jan 27, 20221Jan 27, 20221
AurelianTacticsinaureliantacticsPaper Implementation: Using Unity to Help Solve IntelligenceI’ve been working on implementing the research paper Using Unity to Help Solve Intelligence into code recently. See this repo. I’ll get…Jan 24, 2022Jan 24, 2022
AurelianTacticsinaureliantacticsCustom Reinforcement Learning Environment Usage for Ray, Stable Baselines 3, and AcmeLet’s say you want to apply a Reinforcement Learning (RL) algorithm to your problem. The are dozens of open sourced RL frameworks to choose…Dec 4, 2021Dec 4, 2021
AurelianTacticsinaureliantacticsImplementing DQNClipped and DQNReg with Stable BaselinesFor a mini-project I decided to implement some algorithms from the paper Evolving Reinforcement Learning Algorithms into code. The paper’s…Mar 2, 2021Mar 2, 2021
AurelianTacticsinaureliantacticsBCQ with a GANThere’s been a lot of interesting stuff in the field of batch Reinforcement Learning (aka offline RL) since I wrote about implementing BCQ…Jan 12, 2021Jan 12, 2021
AurelianTacticsinaureliantacticsImplementing Unity Machine Learning into an Existing Game: Gridworld in Aurelian TacticsI’m attempting to train an AI for a Unity game I made years ago called Aurelian Tactics. It’s a turn-based tactics game: imagine Chess…Oct 25, 2020Oct 25, 2020
AurelianTacticsinaureliantacticsTraining Tic-tac-toe AI in Unity MLI plan on doing a Reinforcement Learning (RL) project on a turn-based environment using Unity Machine Learning (ML). Before I dive into…Sep 14, 20201Sep 14, 20201