#A2c

Showing 14 of 14 repositories tagged #a2c, ranked by stars

thu-ml
thu-ml
tianshou

An elegant PyTorch deep reinforcement learning library.

Score
100
โ˜… 10.8k โ‘‚ 1.3k +25/day
Python
vwxyzjn
vwxyzjn
cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Score
50
โ˜… 10.1k โ‘‚ 1.1k +17/day
Python
andri27-ts
andri27-ts
Reinforcement-Learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

Score
75
โ˜… 4.7k โ‘‚ 669 โ€”
Jupyter Notebook
sweetice
sweetice
Deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Score
100
โ˜… 4.6k โ‘‚ 897 +2/day
Python
ikostrikov
ikostrikov
pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

Score
62
โ˜… 3.9k โ‘‚ 843 โ€”
Python
simoninithomas
simoninithomas
Deep_reinforcement_learning_Course

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

Score
88
โ˜… 3.9k โ‘‚ 1.2k โ€”
Jupyter Notebook
seungeunrho
seungeunrho
minimalRL

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

Score
50
โ˜… 3.2k โ‘‚ 493 +1/day
Python
qfettes
qfettes
DeepRL-Tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

Score
0
โ˜… 1.1k โ‘‚ 326 โ€”
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
38
โ˜… 696 โ‘‚ 110 โ€”
Python
archsyscall
archsyscall
DeepRL-TensorFlow2

๐Ÿ‹ Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

Score
25
โ˜… 601 โ‘‚ 137 โ€”
Python
godka
godka
Pensieve-PPO

The simplest implementation of Pensieve (SIGCOMM' 17) via state-of-the-art RL algorithms, including PPO, DQN, SAC, and support for both TensorFlow and PyTorch.

Score
12
โ˜… 90 โ‘‚ 40 โ€”
DIGITAL Command Language
BY571
BY571
Deep-Reinforcement-Learning-Algorithm-Collection

Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

Score
0
โ˜… 82 โ‘‚ 13 โ€”
Jupyter Notebook
matinaghaei
matinaghaei
Portfolio-Management-ActorCriticRL

Portfolio management using Actor-Critic Deep Reinforcement Learning algorithms including A2C, DDPG, and PPO

Score
100
โ˜… 47 โ‘‚ 11 โ€”
Python
abhilash1910
abhilash1910
Deep_Reinforcement_Learning_Trading

Deep Reinforcement Learning for Trading

Score
0
โ˜… 30 โ‘‚ 8 โ€”
Jupyter Notebook
Related Topics
#ppo#deep-reinforcement-learning#pytorch#deep-learning#reinforcement-learning#dqn#actor-critic#ddpg#sac#trpo#machine-learning#double-dqn

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