This repository contains various solutions that I have found for different reinforcement learning problems using OpenAI Gym.
It's also a way for me to learn and improve in reinforcment learning, as I am trying to propose easy solutions to tasks.
This repository is organized into different directories, each representing a specific reinforcement learning problem. Within each directory, you can find the solution code or a subdirectory implemnting a solution using a given alogrithm (example of the mountain car that can be solved using QLearning and DeepQ Learning).
An explanation about the task and what will be done and the notebook that can be executed right away
There's not much to do, I tried to things simple as I can with any of the solutions in this repository, just download the Notebook, make sure you have all the dependencies/libraries and execute the code.
| Taxi Car | FrozenLake | Moutain Car |
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| Cart Pole | Pendulum | Acrobot |
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| ??? | ??? | ??? |
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| ??? | ??? | ??? |
Contributions to this repository are welcome! If you have found a new solution or have improvements for an existing one, feel free to submit a pull request or to contact me ! It's a cool way to learn new things or/and to get better !