Bird Swarm Behavior with Unity’s ML-Agents

Using Unity’s ML-Agents Toolkit and leveraging the Proximal Policy Optimization Algorithm, I was able to construct a neural net which mimicked bird swarm behavior. The goal was to see if ‘agents’ could successfully locate a target at high speed, while avoiding collisions with neighboring ‘agents.’

“Not all those who wander are lost.”