Job category:Artificial Intelligence
356 learners

Environment Engineering: The Foundation of RL Systems

In this course, we introduce the basic Reinforcement Learning (RL) framework and explore how to build a simple environment from scratch. We discuss states, actions, and rewards, then outline how an environment class should be structured and implement it.
Numpy
Python
4 lessons
19 practices
1 hour
Badge for Coding and Data Algorithms,
Coding and Data Algorithms

Course details

Understanding the Foundations of Reinforcement Learning
Grid World State Exploration
Expanding the Grid World Adventure
State Transitions in Grid World
Debugging Agent Movement in Grid
Reward Function Exploration in Grid World

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