This is the Linux app named Reinforcement Learning Course Materials whose latest release can be downloaded as 2025edition-v1sourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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SCREENSHOTS:
Reinforcement Learning Course Materials
DESCRIPTION:
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)
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/reinforcement-learning.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.