Unity ML-Agents - Getting Started (2020.08.30)

ML-Agents is a framework for training intelligent agents using reinforcement learning.

Installation:

1. Install ML-Agents from the Package Manager
2. Install Python and TensorFlow
3. Train agents using training scripts

Features:

• Policy networks for decision making
• Curriculum learning
• Multi-agent support
• Integration with Unity

Example setup:

behaviors:
  ActionName:
trainer_type: ppo
hyperparameters:
batch_size: 32
learning_rate: 0.0003

With ML-Agents, game developers can create intelligent NPCs and game mechanics using machine learning.