Rock Paper Scissors
The classic hand game enhanced with intelligent AI that learns from your playing patterns. Challenge yourself in single rounds or compete in tournament mode.
Game Mode
Make Your Choice
Classic Rules
Rock
A closed fist represents rock. Rock is solid and heavy.
Paper
An open hand represents paper. Paper is flat and flexible.
Scissors
Two fingers extended represent scissors. Scissors are sharp and precise.
Single Round
Play individual rounds against the AI. Perfect for quick games and testing strategies.
- Immediate results after each round
- Continuous score tracking
- AI learns from your patterns
Tournament Mode
First to 3 wins takes the tournament. More competitive and strategic gameplay.
- Best of 5 rounds format
- Tournament winner celebration
- Enhanced AI pattern recognition
Advanced Strategy
🎯 Winning Tactics
- •Pattern Breaking: Avoid predictable sequences that the AI can learn
- •Random Play: Use truly random choices to counter pattern recognition
- •Meta-Gaming: Think about what the AI thinks you'll do
- •Frequency Analysis: Track which moves you use most often
🧠 Psychology Tips
- •Most players favor rock on the first throw
- •People tend to repeat winning moves
- •Scissors is statistically the least chosen option
Performance Metrics
Win Rate Goals
Statistics Tracked
- • Total wins, losses, and ties
- • Win rate percentage
- • Choice frequency analysis
- • Tournament victories
AI Pattern Recognition
How the AI Learns
The AI analyzes your recent move history to identify patterns and tendencies. It then predicts your next move and chooses the counter-move to beat it.
Learning Process:
- 1. Tracks your last 5 moves
- 2. Identifies most frequent choice
- 3. Predicts your next move (70% confidence)
- 4. Selects the winning counter-move
- 5. Falls back to random if no pattern found
Beating the AI
To consistently beat the AI, you need to be unpredictable and avoid falling into patterns that it can exploit.
Counter-Strategies:
- • Use a random number generator
- • Deliberately create false patterns
- • Change strategies mid-game
- • Think about what the AI expects
- • Use external randomness sources