Alien Attack

By Gaimes Lab

Train an AI model to kill all the attacking aliens before they reach earth.

Each AI defender operates in its own window, relying solely on the information it gathers from its environment. Your task is to train them to become masters of defense.

We need to:

1. Define Defender Inputs:

• Alien Observation: Choose the information the AI defenders will receive about the aliens within its window.
• Defender Status: Choose the information the AI defenders will know about itself, for example its position.

2. Craft Defender Actions:

• Command the Defense: 
  •  Choose the actions each defender can take: Moving, shooting or doing bother at the same time. 

3. Train Your Defenders Through Generations:

• Deploy the Solo Defenders: Each generation, individual AI defenders will face their own alien invasion.
• Reward Individual Prowess: Choose what the AI defenders will be rewarded for:
  • Killing an Alien
  • Not missing shots
  • Moving
  • Shooting
• Forge the Next Generation: The top-performing individual defender (based on your reward points) becomes the template for the next generation. Introduce random variations in movement and firing strategies to explore new defensive tactics.
• Witness Solo Evolution: Watch with pride as your individual defenders, generation after generation, become masters of their isolated environments, all thanks to your strategic training!