SPACE INVADERS AI GAME DEVELOPMENT
Can you beat the computer? This futuristic camp will introduce students to the workings of Deep learning algorithms to design and build SMART interactive games.
Campers will explore how the REINFORCEMENT LEARNING is aiding the technology behind LLMs (Large language models, such as ChatGPT and and deepseek AI) and the next wave of AI development of AGI (Artificil Generalized Intellegince)
Machines can learn on their own with your help. Are you ready to train them? Let's start with first building our game. Next let's see how well and quickly can the AI pick up the rules!
Solution Topic
Campers will explore topics such as:
How do you train a computer for the next best move?
Training AI
AI Bias
Ethical AI
Design, Experiment, Build
Campers will:
Learn the game design process
Research, ideate and brainstorm Space Invader game ideas
Learn the fundamentals of Reinforcement Learning
Understand Neural Networks
Understand the math behind the algorithms
Train and test models
Poorly trained models and user bias
Ethical AI
What will you learn?
In the Iterative design thinking approach, Campers will Learn:
Python basics
Game Development Life Cycle
Learn the basics of Artificial Intelligence
Intro to Deep Learning
Reinforcement learning - deep dive
Train and test models
Poorly trained models and user bias
Ethical AI
Iterative Testing
Presentations
What will you make?
Star Wars-themed game built in Python. Reinforcement learning is applied to train the AI to Learn and improve at it faster than humans.
What will you take?
Online portfolio of digital projects
3D printed Project
Certificate of Completion
Student progress report
Friday Fun Day
Parents are invited on Friday to join the expo, where campers will showcase their creations
We will know closer to camp date if there is a TECH company visit planned
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Tech Camps TEENS Ages 10+
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AI Coding Camps
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AI Space Invaders Game Dev
Summer Camps