Reinforcement Learning

This week I continued to work on my soccer team simulation. I focused on improving the mechanics of the game – adding an energy level tracker for each player, and adding in the ability to [...]

This past week I continued to focus on my soccer RL environment. I’m thinking about how team dynamics could emerge, and I’m particularly interested to see if I can establish [...]

Over the course of the weekend, I dug further into my soccer RL project. I realized that while the Striker and Goalie brains had learned very good policies, the Defenders were terrible. Testing [...]

In honor of the ongoing World Cup, I worked this week on training agents to play soccer as a team. I used the Unity Game Engine and based the scene off of a demo scene in their ML Agent library. [...]