Python sac

Open-source Python projects categorized as sac
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Topics: reinforcement-learning deep-reinforcement-learning Ppo Pytorch Ddpg
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Top 14 Python sac Projects

  • tianshou

    An elegant PyTorch deep reinforcement learning library.

    • Project mention: Is it better to not use the Target Update Frequency in Double DQN or depends on the application? | /r/reinforcementlearning | 2023-07-05

    The tianshou implementation I found at https://github.com/thu-ml/tianshou/blob/master/tianshou/policy/modelfree/dqn.py is DQN by default.

  • ElegantRL

    Massively Parallel Deep Reinforcement Learning. 🔥

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  • minimalRL

    Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

  • autonomous-learning-library

    A PyTorch library for building deep reinforcement learning agents.

  • DeepRL-TensorFlow2

    🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

  • machin

    Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

  • learning-to-drive-in-5-minutes

    Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes

  • WorkOS

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  • pomdp-baselines

    Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022

  • deep_control

    Deep Reinforcement Learning for Continuous Control in PyTorch

  • Meta-SAC

    Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient - 7th ICML AutoML workshop 2020

  • actorch

    Deep reinforcement learning framework for fast prototyping based on PyTorch

  • SAC

    Implementation of Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor. (by alirezakazemipour)

  • senza

    Experiments with drone control and reinforcement learning.

    • Project mention: 2D Drone RL | /r/reinforcementlearning | 2023-07-24

  • soft-actor-critic

    Re-implementation of Soft-Actor-Critic (SAC) in TensorFlow 2.0

  • SaaSHub

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python sac related posts

Index

What are some of the best open-source sac projects in Python? This list will help you:

Project Stars
1 tianshou 7,378
2 ElegantRL 3,436
3 minimalRL 2,725
4 autonomous-learning-library 638
5 DeepRL-TensorFlow2 573
6 machin 381
7 learning-to-drive-in-5-minutes 277
8 pomdp-baselines 276
9 deep_control 87
10 Meta-SAC 28
11 actorch 12
12 SAC 11
13 senza 1
14 soft-actor-critic 1

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