Advantage Actor Critic (A2C): jax + flax implementation

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Deep Learninga2c-jax
Overview

Advantage Actor Critic (A2C): jax + flax implementation

Current version supports only environments with continious action spaces and was tested on mujoco 1.50 environments.
Algorithm uses wandb logging.

A2C uses a diagonal gaussian policy with state-independent action distribution variance.

HalfCheetah-v3

Two runs with different seeds. Run with lower score (blue) arrived at a relatively rare local optimum. Getting Started

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Andrey
Andrey
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