Reinforcement Learning
Value Function
A function estimating expected cumulative reward from a state (state-value) or state-action pair (action-value/Q-value).
Related Concepts
- Q-Learning: Explore how Q-Learning relates to Value Function
- Reinforcement Learning: Explore how Reinforcement Learning relates to Value Function
- Bellman Equation: Explore how Bellman Equation relates to Value Function
Why It Matters
Understanding Value Function 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.
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reinforcement-learning q-learning reinforcement-learning bellman-equation