Reinforcement Learning
Category: AI Techniques
📖 Definition
Reinforcement learning trains AI through rewards and penalties. The AI learns which actions lead to positive outcomes by trial and error, similar to how humans learn through experience.
🔑 Key Points
- AI learns by taking actions and receiving rewards or penalties
- Used in game-playing AI and robotics
- AlphaGo used RL to master the game of Go
- Can learn complex strategies through simulation
💡 Why It Matters
Reinforcement learning is how AI systems like AlphaGo achieve superhuman performance in games and robotics.