Deep Learning Playground

Development

Install dependencies

npm install

Start

npm run start

Visit http://localhost:9966

Directory

• bounding-volumes: All kinds of object bounding models.
• math: Math tools for handling algorithms in real-time collision detection.
• playground: A set of demonstrations of concepts and algorithms in real-time collision detection.
• test: Testsuits for core.

TODOs

• setup a general grid world environment
• add grid game
• general training process visualization
  • stepwise train visualization
  • train methods
    • DQN
    • DQN with target network
    • policy gradient
• general learning process visualization
  • methods comparison
  • learning graph
  • learning data
  • persistence