#Soft-actor-critic

Showing 11 of 11 repositories tagged #soft-actor-critic, ranked by stars

rail-berkeley
rail-berkeley
softlearning

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

Score
88
★ 1.4k ⑂ 248
Python
pranz24
pranz24
pytorch-soft-actor-critic

PyTorch implementation of soft actor critic

Score
100
★ 944 ⑂ 190
Python
ikostrikov
ikostrikov
jaxrl

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

Score
75
★ 756 ⑂ 75
Jupyter Notebook
TianhongDai
TianhongDai
reinforcement-learning-algorithms

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)

Score
100
★ 696 ⑂ 110
Python
denisyarats
denisyarats
pytorch_sac

PyTorch implementation of Soft Actor-Critic (SAC)

Score
62
★ 600 ⑂ 112
Jupyter Notebook
zuoxingdong
zuoxingdong
lagom

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

Score
50
★ 378 ⑂ 31
Jupyter Notebook
ac-93
ac-93
soft-actor-critic

Modified versions of the SAC algorithm from spinningup for discrete action spaces and image observations.

Score
0
★ 99 ⑂ 10
Python
denisyarats
denisyarats
proto

Proto-RL: Reinforcement Learning with Prototypical Representations

Score
38
★ 87 ⑂ 13 +1/day
Python
henry-prior
henry-prior
jax-rl

JAX implementations of core Deep RL algorithms

Score
12
★ 84 ⑂ 9
Python
BY571
BY571
Deep-Reinforcement-Learning-Algorithm-Collection

Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

Score
25
★ 82 ⑂ 13
Jupyter Notebook
dvalenciar
dvalenciar
ReinforceUI-Studio

ReinforceUI-Studio. A Python-based application designed to simplify the configuration and monitoring of RL training processes. Supporting MuJoCo, OpenAI Gymnasium, and DeepMind Control Suite. Algorithms included: CTD4, DDPG, DQN, PPO, SAC, TD3, TQC

Score
0
★ 79 ⑂ 3
Python
Related Topics
#deep-reinforcement-learning#reinforcement-learning#deep-learning#sac#pytorch#mujoco#machine-learning#actor-critic#gym#ddpg#ppo#dm-control

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