Reinforcement Learning
Exploration vs Exploitation
The RL dilemma of trying new actions (exploration) versus using known good actions (exploitation) to maximize reward.
Related Concepts
- Reinforcement Learning: Explore how Reinforcement Learning relates to Exploration vs Exploitation
- Epsilon-Greedy: Explore how Epsilon-Greedy relates to Exploration vs Exploitation
- Multi-Armed Bandit: Explore how Multi-Armed Bandit relates to Exploration vs Exploitation
Why It Matters
Understanding Exploration vs Exploitation is crucial for anyone working with reinforcement learning. This concept helps build a foundation for more advanced topics in AI and machine learning.
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This term is part of the comprehensive AI/ML glossary. Explore related terms to deepen your understanding of this interconnected field.
Tags
reinforcement-learning reinforcement-learning epsilon-greedy multi-armed-bandit