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all-rl-algorithms

Implementation of all RL algorithms in a simpler way

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agent-apprlpython/uvpythonJupyter Notebookopenaireinforcement-learningllmagent

A repository collecting implementations of reinforcement learning algorithms, written to be simpler to read and follow. The code is provided as Jupyter Notebooks and uses a Python toolchain managed with uv.

You want readable, notebook-based reference implementations of RL algorithms rather than a heavy framework.

Use it to

  • Study RL algorithm implementations in notebooks
  • Run and modify the algorithms in Python
  • Use the code as a base for your own RL experiments
  • Explore RL in LLM/agent contexts per the repo topics

For Developers and students learning reinforcement learning

Role
agent-app
Language
Jupyter Notebook
Licence
MIT
Forks
376
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1
Last push
2025-08-29
topicsreinforcement-learningpythonjupyterllmagentsopenai