Policy Gradients
Artificial Intelligence · Further Education · Machine Learning Algorithms
Policy Gradients are a reinforcement learning algorithm that learns the optimal policy for a given task by updating the policy parameters in the direction of the gradient of the expected reward. This unit will introduce the concepts and techniques of Policy Gradients and their applications in various domains.
Zum Üben gibt es 58 Aufgaben. Jede Antwort bekommt sofort eine Rückmeldung, kostenlos und ohne Anmeldung.
Das gehört dazu
- Introduction to Policy Gradients
- Policy Gradient Theorem
- Policy Parameterization
- Policy Gradient Algorithms
- Applications of Policy Gradients
Stichworte
- Policy Gradients
- Reinforcement Learning
- Policy Optimization
- Expected Reward
- Gradient Ascent