153 lines
5.0 KiB
Markdown
153 lines
5.0 KiB
Markdown
# Snake Game Development Roadmap
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This is a living document that tracks the development progress of the AI Snake Game project.
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## Current Status
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Last Updated: [Control and Menu Improvements]
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- Fixed menu interaction issues:
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- Added proper mouse click handling
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- Fixed menu item highlighting
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- Improved keyboard and mouse navigation
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- Improved snake movement system:
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- Implemented input buffer for direction changes
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- Fixed rapid direction change issues
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- Improved responsiveness while maintaining safety
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- Previous updates:
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- Added settings menu with game options
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- Added wrap-around mode toggle
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- Added speed increase toggle
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- Added main menu interface
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- Added game mode selection
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- Implemented menu navigation
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- Added game mode display
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- Added game restart functionality
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- Added Food class with spawning mechanics
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- Implemented basic scoring system
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## Phase 1: Project Setup and Basic Structure ✅
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- [x] Create project structure and virtual environment
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- [x] Initialize git repository
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- [x] Set up dependency management (requirements.txt)
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- [x] Create basic project documentation (README.md)
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- [x] Create living roadmap document
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## Phase 2: Core Game Development ✅
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- [x] Implement basic game window using Pygame
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- [x] Create Snake class with movement mechanics
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- [x] Basic movement and collision
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- [x] Input buffering for direction changes
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- [x] Fix rapid direction change issues
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- [x] Prevent 180-degree turns
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- [x] Implement food spawning system
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- [x] Create Food class
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- [x] Add random food placement
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- [x] Add collision detection with food
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- [x] Add collision detection
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- [x] Wall collisions
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- [x] Self collisions
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- [x] Add wrap-around mode option
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- [x] Implement scoring system
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- [x] Add score display
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- [ ] Add high score tracking
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- [x] Add game over conditions
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- [x] Implement game over state transition
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- [x] Add restart functionality
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## Phase 3: Game Polish and UI ✅
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- [x] Add main menu interface
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- [x] Create menu layout
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- [x] Add game mode selection
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- [x] Add settings menu
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- [x] Fix menu interaction issues
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- [x] Mouse click handling
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- [x] Menu item highlighting
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- [x] Keyboard/mouse navigation
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- [x] Implement pause functionality
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- [x] Add settings options
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- [x] Wrap-around mode toggle
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- [x] Speed increase toggle
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- [ ] Add visual effects and animations
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- [ ] Snake movement animation
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- [ ] Food spawn animation
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- [ ] Score increase animation
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- [ ] Include sound effects and background music
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- [ ] Add movement sounds
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- [ ] Add collision sounds
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- [ ] Add background music
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- [ ] Add menu sounds
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- [ ] Display score and high score
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- [x] Add game over screen with restart option
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## Phase 4: AI Implementation 🔄
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- [ ] Set up ML training environment
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- [ ] Create gym-like interface for the game
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- [ ] Define observation space (snake + food state)
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- [ ] Define action space (4 directions)
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- [ ] Implement reward system
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- [ ] Implement ML infrastructure
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- [ ] Add ML dependencies (PyTorch/TensorFlow)
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- [ ] Create neural network architecture
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- [ ] Set up training pipeline
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- [ ] Train AI models for different difficulties
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- [ ] Easy mode (basic food seeking)
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- [ ] Medium mode (balanced survival/food seeking)
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- [ ] Hard mode (optimal pathfinding)
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- [ ] Create AI controller class
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- [ ] Model loading and inference
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- [ ] Real-time decision making
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- [ ] Performance optimization
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- [x] Create mode selection (Player vs AI)
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- [ ] Add training utilities
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- [ ] Save/load model checkpoints
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- [ ] Training progress visualization
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- [ ] Model performance metrics
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## Phase 5: Final Polish
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- [x] Add configuration options
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- [x] Game speed settings
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- [x] Wrap-around option
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- [ ] Visual settings
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- [ ] Sound settings
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- [ ] Implement save/load functionality for high scores
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- [ ] Bug fixing and performance optimization
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- [x] Fix menu interaction bugs
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- [x] Fix movement control issues
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- [x] Optimize input handling
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- [ ] Code cleanup and documentation
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- [x] Add docstrings
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- [ ] Create API documentation
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- [ ] Update README with final features
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## Resolved Issues
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1. Menu Interaction
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- Issue: Menu items not responding to clicks
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- Solution: Added proper mouse click event handling in game loop
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- Solution: Fixed menu item highlighting and selection state
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2. Snake Movement
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- Issue: Rapid direction changes causing self-collision
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- Issue: Missed inputs during quick turns
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- Solution: Implemented input buffer system
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- Solution: Process one direction change per grid movement
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- Solution: Store up to 2 pending direction changes
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## Next Steps
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1. Implement AI snake movement
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- Set up ML training environment
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- Create neural network architecture
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- Train initial model
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2. Add high score system
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- Implement score persistence
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- Add high score display
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3. Add visual and sound effects
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- Implement basic animations
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- Add game sounds
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## Known Issues
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- None reported
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## Future Considerations
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- Multiplayer support
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- Additional game modes
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- Custom themes/skins
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- Achievement system |