Policy Evaluation
Machine Learning · Further Education · Reinforcement Learning
Policy evaluation is the process of estimating the value of a policy. This unit will introduce the key concepts and algorithms for policy evaluation in reinforcement learning, including Monte Carlo methods and temporal difference learning.
Zum Üben gibt es 58 Aufgaben. Jede Antwort bekommt sofort eine Rückmeldung, kostenlos und ohne Anmeldung.
Das gehört dazu
- Introduction to policy evaluation
- Monte Carlo methods for policy evaluation
- Temporal difference learning for policy evaluation
- Value estimation
- Policy improvement
- Applications of policy evaluation in reinforcement learning
Stichworte
- Policy Evaluation
- Reinforcement Learning
- Monte Carlo Methods
- Temporal Difference Learning
- Value Estimation
- Policy Improvement
- Q-Learning
- SARSA
- Eligibility Traces