What is Reinforcement Learning?
Machine Learning · Further Education · Reinforcement Learning
This unit introduces the fundamental concepts of reinforcement learning, a type of machine learning that enables agents to learn optimal behavior through interactions with their environment. Students will gain an understanding of the key components, algorithms, and applications of reinforcement learning.
Zum Üben gibt es 50 Aufgaben. Jede Antwort bekommt sofort eine Rückmeldung, kostenlos und ohne Anmeldung.
Das gehört dazu
- Introduction to Reinforcement Learning
- Markov Decision Processes
- Value Functions
- Policy Evaluation and Improvement
- Exploration vs Exploitation
- Q-Learning
- Deep Reinforcement Learning
- Applications of Reinforcement Learning
- Ethical Considerations in Reinforcement Learning
Stichworte
- Reinforcement Learning
- Policy Evaluation
- Policy Improvement