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a simple and customizable library for training RL and imitation learning models using flax

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IlayMenahem/irlax

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irlax

a simple and customizable library for training RL and imitation learning models using flax !!! this library is still in development and is not yet ready for use !!!

Installation

pip install irlax

roadmap

RL algorithms

  • DQN
    • DQN
    • Double DQN
    • QR-DQN
  • PPO
  • TD3

Imitation learning algorithms

  • BC
  • DAgger

Replay Buffers

  • Uniform Replay Buffer
  • Prioritized Replay Buffer
    • python
    • concurrent rust implementation

callbacks

  • learning curve plotter

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a simple and customizable library for training RL and imitation learning models using flax

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