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The Top 23 Soft Actor Critic Open Source Projects

Open source projects categorized as Soft Actor Critic
Categories > Soft Actor Critic
Softlearning ⭐ 986
Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.
most recent commit 4 months ago
Popular Rl Algorithms ⭐ 676
PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..
most recent commit a month ago
Autonomous Learning Library ⭐ 574
A PyTorch library for building deep reinforcement learning agents.
total releases 14most recent commit 3 months ago
Jaxrl ⭐ 446
JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.
most recent commit 5 months ago
Pytorch Soft Actor Critic ⭐ 414
PyTorch implementation of soft actor critic
most recent commit a year ago
Reinforcement Learning Algorithms ⭐ 407
This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)
most recent commit 2 years ago
Lagom ⭐ 365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
most recent commit 3 years ago
Rad ⭐ 273
RAD: Reinforcement Learning with Augmented Data
most recent commit 2 years ago
Deep Reinforcement Learning Algorithms ⭐ 235
32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.
most recent commit 2 years ago
Pytorch_sac ⭐ 232
PyTorch implementation of Soft Actor-Critic (SAC)
most recent commit a year ago
Tmrl ⭐ 216
Reinforcement Learning for real-time applications - host of the TrackMania Roborace League
total releases 10most recent commit 2 days ago
Learning To Drive In 5 Minutes ⭐ 210
Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes
most recent commit 2 years ago
Deeprl_algorithms ⭐ 112
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
most recent commit 2 years ago
Deep_rl_with_pytorch ⭐ 89
A pytorch tutorial for DRL(Deep Reinforcement Learning)
most recent commit 4 years ago
Soft Actor Critic And Extensions ⭐ 87
PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL + D2RL and parallel Environments.
most recent commit 2 years ago
Yarll ⭐ 84
Combining deep learning and reinforcement learning.
total releases 12most recent commit a year ago
Jax Rl ⭐ 52
JAX implementations of core Deep RL algorithms
most recent commit a year ago
Pytorch_sac_ae ⭐ 38
PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)
most recent commit 3 years ago
Policy Gradient Methods ⭐ 35
Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC
most recent commit 4 years ago
Proto ⭐ 34
Proto-RL: Reinforcement Learning with Prototypical Representations
most recent commit 2 years ago
Advanced Soft Actor Critic ⭐ 33
Soft Actor-Critic with advanced features
most recent commit 4 days ago
Pyrl ⭐ 29
PyRL - Reinforcement Learning Framework in Pytorch (Policy Gradient, DQN, DDPG, TD3, PPO, SAC, etc.)
most recent commit a year ago
Isaac Manipularl ⭐ 24
Deep Reinforcement Learning Framework for Manipulator based on NVIDIA's Isaac-gym, Additional add SAC2019 and Reinforcement Learning from Demonstration Algorithm.
most recent commit a year ago
The 3 Latest Releases In Soft Actor Critic Open Source Projects
Autonomous Learning Library ⭐ 574
A PyTorch library for building deep reinforcement learning agents.
total releases 14latest release June 27, 2022most recent commit 3 months ago
Tmrl ⭐ 216
Reinforcement Learning for real-time applications - host of the TrackMania Roborace League
total releases 10latest release June 04, 2022most recent commit 2 days ago
Yarll ⭐ 84
Combining deep learning and reinforcement learning.
total releases 12latest release November 19, 2019most recent commit a year ago
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