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AI ML>Reinforcement Learni…>Tabular Methods

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Tabular Methods

24 terms

Dynamic Programming

5 terms

Policy Evaluation
Policy Improvement
Policy Iteration
Value Iteration
Generalized Policy Iteration

Monte Carlo Methods

6 terms

Monte Carlo Prediction
First-Visit MC
Every-Visit MC
Monte Carlo Control
MC Exploring Starts
Importance Sampling (RL)

Temporal Difference Learning

7 terms

Temporal Difference (TD) Learning
Bootstrapping
TD Error
TD
n-Step TD
Eligibility Trace
TD(Lambda)

Tabular Control Algorithms

6 terms

Q-Learning
SARSA
Expected SARSA
SARSA(Lambda)
Maximization Bias
Double Q-Learning

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