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A K committed Dec 27, 2023
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2 changes: 1 addition & 1 deletion LICENSE
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MIT License

Copyright (c) 2019 Aleksei Petrenko
Copyright (c) 2019-2024 Aleksei Petrenko

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
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9 changes: 4 additions & 5 deletions README.md
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# Sample Factory

High-throughput reinforcement learning codebase. Version 2.0.0 is out! 🤗
High-throughput reinforcement learning codebase. Version **2** is out! 🤗

**Resources:**

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### What is Sample Factory?

Sample Factory is one of the fastest RL libraries.
We focused on very efficient synchronous and asynchronous implementations of policy gradients (PPO).
Sample Factory is one of the fastest RL libraries focused on very efficient synchronous and asynchronous implementations of policy gradients (PPO).

Sample Factory is thoroughly tested, used by many researchers and practitioners, and is actively maintained.
Our implementation is known to reach SOTA performance in a variety of domains in a short amount of time.
Sample Factory is thoroughly tested and used by many researchers and practitioners.
Our implementation is known to reach state-of-the-art (SOTA) performance across a wide range of domains, while minimizing the required training time and hardware requirements.
Clips below demonstrate ViZDoom, IsaacGym, DMLab-30, Megaverse, Mujoco, and Atari agents trained with Sample Factory:

<p align="middle">
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7 changes: 3 additions & 4 deletions docs/index.md
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Expand Up @@ -25,11 +25,10 @@ High-throughput reinforcement learning codebase. Resources:

## What is Sample Factory?

Sample Factory is one of the fastest RL libraries
focused on very efficient synchronous and asynchronous implementations of policy gradients (PPO).
Sample Factory is one of the fastest RL libraries focused on very efficient synchronous and asynchronous implementations of policy gradients (PPO).

Sample Factory is thoroughly tested, used by many researchers and practitioners, and is actively maintained.
Our implementation is known to reach SOTA performance in a variety of domains while minimizing RL experiment training time and hardware requirements.
Sample Factory is thoroughly tested and used by many researchers and practitioners.
Our implementation is known to reach state-of-the-art (SOTA) performance across a wide range of domains, while minimizing the required training time and hardware requirements.
Clips below demonstrate ViZDoom, IsaacGym, DMLab-30, Megaverse, Mujoco, and Atari agents trained with Sample Factory:

<p align="middle">
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2 changes: 1 addition & 1 deletion setup.py
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description="High throughput asynchronous reinforcement learning framework",
long_description=long_description,
long_description_content_type="text/markdown",
version="2.1.1",
version="2.1.2",
url="https://github.com/alex-petrenko/sample-factory",
author="Aleksei Petrenko",
license="MIT",
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