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  • 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

Highlights

Home / Highlights /
 MuseNet
0
By mcleavey
In Highlights, Music
Posted May 17, 2019

MuseNet

The past four months I’ve been focused on my fellows project at OpenAI: MuseNet. It’s a music generation model (inspired by my music project last summer, but with a much larger [...]

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 Clara: A Neural Net Music Generator
12
By mcleavey
In Highlights, Music
Posted August 29, 2018

Clara: A Neural Net Music Generator

Project Overview Clara is an LSTM that composes piano music and chamber music. It has some parallels to Google’s Magenta project, although it’s an entirely separate project, and uses [...]

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 Human or AI
14
By mcleavey
In Highlights, Music
Posted August 27, 2018

Human or AI

This weekend I trained an AWD-LSTM on music by many different composers from Classical Archives.  Here are some generations paired with some random selections from the human composers.  Following [...]

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 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 [...]

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 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 [...]

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