Login
Forgot?

Forget your password?
Remembered Password?
  • Blog
    • Clara: A Neural Net Music Generator
      • Project Overview
      • Human or AI
      • Adding a Judge
      • Generating Violin/Piano Duo
      • Composing Music
      • Generating Mozart
      • Music Generation
    • Soccer
      • Adding Simulation Mechanics
      • World Cup Soccer: Team Spirit
      • Multi-Agent Training: Lessons learned from training 3 separate competing networks
    • Other
      • Reinforcement Learning – The Big Picture
      • DL & RL advice
      • Unity ML Agents & Reinforcement Learning
      • Training Neural Nets in the Browser
      • Winemanical Adventures
  • Learning About Deep Learning
  • Neural Gallery
  • Chamber Music
    • Audio
    • Video
  • Blog
    • Clara: A Neural Net Music Generator
      • Project Overview
      • Human or AI
      • Adding a Judge
      • Generating Violin/Piano Duo
      • Composing Music
      • Generating Mozart
      • Music Generation
    • Soccer
      • Adding Simulation Mechanics
      • World Cup Soccer: Team Spirit
      • Multi-Agent Training: Lessons learned from training 3 separate competing networks
    • Other
      • Reinforcement Learning – The Big Picture
      • DL & RL advice
      • Unity ML Agents & Reinforcement Learning
      • Training Neural Nets in the Browser
      • Winemanical Adventures
  • Learning About Deep Learning
  • Neural Gallery
  • Chamber Music
    • Audio
    • Video

Reinforcement Learning

Home / Highlights /
 Adding Simulation Mechanics
5
By mcleavey
In Highlights, Reinforcement Learning, Soccer
Posted July 9, 2018

Adding Simulation Mechanics

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 [...]

READ MORE
 World Cup Soccer: Team Spirit
1
By mcleavey
In Reinforcement Learning, Soccer
Posted July 1, 2018

World Cup Soccer: Team Spirit

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 [...]

READ MORE
 Multi-Agent Training: Lessons learned from training 3 separate competing networks
0
By mcleavey
In Highlights, Reinforcement Learning, Soccer
Posted June 25, 2018

Multi-Agent Training: Lessons learned from training 3 separate competing networks

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 [...]

READ MORE
 Unity ML Agents & Reinforcement Learning
0
By mcleavey
In Reinforcement Learning
Posted June 22, 2018

Unity ML Agents & Reinforcement Learning

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. [...]

READ MORE
Copyright All Rights Reserved © 2017
Contact Us

We're not around right now. But you can send us an email and we'll get back to you, asap.

Not readable? Change text. captcha txt

Start typing and press Enter to search