Download
Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University. The source code for the entire course material is open and everyone is cordially invited to use it for self-learning (students) or to set up their own course (lecturers).
Features
- Introduction to Reinforcement Learning
- Markov Decision Processes
- Temporal-Difference Learning
- Planning and Learning with Tabular Methods
- Value-Based Control with Function Approximation
- Outlook and Research Insights
- Further Contemporary RL Algorithms (TRPO, PPO)
Project Samples
Categories
Education, Reinforcement Learning Frameworks, Reinforcement Learning Libraries, Reinforcement Learning AlgorithmsLicense
MIT LicenseFollow Reinforcement Learning Course Materials
Other Useful Business Software
Earn up to 15% annual interest with Nexo.
Generate interest, borrow against your crypto, and trade a range of cryptocurrencies — all in one platform.
Geographic restrictions, eligibility, and terms apply.
Rate This Project
Login To Rate This Project
User Reviews
Be the first to post a review of Reinforcement Learning Course Materials!
