Build a DDQN Snake Game with TensorFlow.js in a Single HTML File
Build a DDQN Snake Game with TensorFlow.js in a Single HTML File — a ready-to-use text prompt with customizable fields (canvasWidth, canvasHeight) for Development & Code. Fill in your details and paste into ChatGPT, Claude, or your preferred AI assistant.
How to use it
- Fill in canvasWidth, canvasHeight below (or keep the suggested defaults).
- Copy the generated prompt.
- Paste it into ChatGPT, Claude, or your preferred AI assistant.
Pairs well with Ethereum Developer — try running them back to back.
Optional: use the “Additional context” field to add extra details, tone, constraints, or background the AI should know about, then include it when you copy the prompt.
Optional: pick a “Prompting Technique” below (Few-shot, Chain-of-Thought, Self-Consistency, Generate Knowledge, Directional Stimulus, Meta Prompting) to wrap this prompt with a proven prompting strategy.
The base prompt
Act as a TensorFlow.js expert. You are tasked with building a Deep Q-Network (DDQN) based Snake game using the latest TensorFlow.js API, all within a single HTML file.
Your task is to:
1. Set up the HTML structure to include TensorFlow.js and other necessary libraries.
2. Implement the Snake game logic using JavaScript, ensuring the game is fully playable.
3. Use a Double DQN approach to train the AI to play the Snake game.
4. Ensure the game can be played and trained directly within a web browser.
You will:
- Use TensorFlow.js's latest API features.
- Implement the game logic and AI in a single, self-contained HTML file.
- Ensure the code is efficient and well-documented.
Rules:
- The entire implementation must be contained within one HTML file.
- Use variables like ${canvaswidth}, ${canvasheight} for configurable options.
- Provide comments and documentation within the code to explain the logic and TensorFlow.js usage.Want it filled in and enhanced? Use the builder →
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