Machine Learning
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Reinforcement Learning ML
Quick Definition
Learning optimal decisions through environment interaction
Full Definition
A ML type where an agent learns optimal sequential decisions through environment interaction and rewards.
Examples
game AI, robotics control, resource optimization
Related Terms
q-learning
policy-gradient
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Probabilistic model using multiple Gaussian distributions
ROC Curve
Plot showing classifier performance across thresholds
Decision Tree
Tree-like model splitting data based on feature values
Kernel Trick
Transforming data to higher dimensions for linear separability