All Projects → Deeprl_algorithms → Similar Projects or Alternatives

445 Open source projects that are alternatives of or similar to Deeprl_algorithms

Tianshou
An elegant PyTorch deep reinforcement learning library.
Stars: ✭ 4,109 (+4136.08%)
Mutual labels:  dqn, ppo, policy-gradient, mujoco, trpo
Deep-Reinforcement-Learning-With-Python
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
Stars: ✭ 222 (+128.87%)
Deep Reinforcement Learning With Pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Stars: ✭ 1,345 (+1286.6%)
Hands On Reinforcement Learning With Python
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
Stars: ✭ 640 (+559.79%)
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)
Stars: ✭ 426 (+339.18%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo, trpo
Mushroom Rl
Python library for Reinforcement Learning.
Stars: ✭ 442 (+355.67%)
Torchrl
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
Stars: ✭ 90 (-7.22%)
Mutual labels:  dqn, ppo, mujoco, trpo
Easy Rl
强化学习中文教程,在线阅读地址:https://datawhalechina.github.io/easy-rl/
Stars: ✭ 3,004 (+2996.91%)
Machine Learning Is All You Need
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
Stars: ✭ 173 (+78.35%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo, trpo
Lagom
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Stars: ✭ 364 (+275.26%)
Deeprl Tensorflow2
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Stars: ✭ 319 (+228.87%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo, trpo
Slm Lab
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
Stars: ✭ 904 (+831.96%)
Pytorch Rl
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Stars: ✭ 394 (+306.19%)
Pytorch Rl
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
Stars: ✭ 658 (+578.35%)
Explorer
Explorer is a PyTorch reinforcement learning framework for exploring new ideas.
Stars: ✭ 54 (-44.33%)
Deep-rl-mxnet
Mxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO
Stars: ✭ 26 (-73.2%)
Deep Reinforcement Learning
Repo for the Deep Reinforcement Learning Nanodegree program
Stars: ✭ 4,012 (+4036.08%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo
rl implementations
No description or website provided.
Stars: ✭ 40 (-58.76%)
Deep RL with pytorch
A pytorch tutorial for DRL(Deep Reinforcement Learning)
Stars: ✭ 160 (+64.95%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo
Ros2learn
ROS 2 enabled Machine Learning algorithms
Stars: ✭ 119 (+22.68%)
Mutual labels:  dqn, ppo, trpo
Deep-Reinforcement-Learning-Notebooks
This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.
Stars: ✭ 15 (-84.54%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo
Rlgraph
RLgraph: Modular computation graphs for deep reinforcement learning
Stars: ✭ 272 (+180.41%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo
Pytorch Trpo
PyTorch implementation of Trust Region Policy Optimization
Stars: ✭ 303 (+212.37%)
Torchrl
Highly Modular and Scalable Reinforcement Learning
Stars: ✭ 102 (+5.15%)
Reinforcement Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
Stars: ✭ 3,329 (+3331.96%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo
Parl Sample
Deep reinforcement learning using baidu PARL(maze,flappy bird and so on)
Stars: ✭ 37 (-61.86%)
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).
Stars: ✭ 2,632 (+2613.4%)
Deeprl
Modularized Implementation of Deep RL Algorithms in PyTorch
Stars: ✭ 2,640 (+2621.65%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo
Pytorch Drl
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Stars: ✭ 233 (+140.21%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo
Reinforcement learning
Reinforcement learning tutorials
Stars: ✭ 82 (-15.46%)
Mutual labels:  dqn, ppo, policy-gradient
Autonomous Learning Library
A PyTorch library for building deep reinforcement learning agents.
Stars: ✭ 425 (+338.14%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo
Deep Reinforcement Learning Algorithms
31 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.
Stars: ✭ 167 (+72.16%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo
Reinforcement Learning
Minimal and Clean Reinforcement Learning Examples
Stars: ✭ 2,863 (+2851.55%)
Rainy
☔ Deep RL agents with PyTorch☔
Stars: ✭ 39 (-59.79%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo
Elegantrl
Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch.
Stars: ✭ 575 (+492.78%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo
imitation learning
PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.
Stars: ✭ 93 (-4.12%)
Pytorch Rl
Deep Reinforcement Learning with pytorch & visdom
Stars: ✭ 745 (+668.04%)
Mutual labels:  deep-reinforcement-learning, dqn, trpo
td-reg
TD-Regularized Actor-Critic Methods
Stars: ✭ 28 (-71.13%)
Mutual labels:  policy-gradient, trpo, ppo
Ppo Pytorch
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
Stars: ✭ 325 (+235.05%)
Minimalrl
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Stars: ✭ 2,051 (+2014.43%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo
LWDRLC
Lightweight deep RL Libraray for continuous control.
Stars: ✭ 14 (-85.57%)
Deep-Reinforcement-Learning-CS285-Pytorch
Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework
Stars: ✭ 104 (+7.22%)
Reinforcement Learning With Tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Stars: ✭ 6,948 (+7062.89%)
Mutual labels:  dqn, ppo, policy-gradient
ddrl
Deep Developmental Reinforcement Learning
Stars: ✭ 27 (-72.16%)
Paddle-RLBooks
Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
Stars: ✭ 113 (+16.49%)
Mutual labels:  dqn, policy-gradient
SRLF
Simple Reinforcement Learning Framework
Stars: ✭ 24 (-75.26%)
TRPO-TensorFlow
Trust Region Policy Optimization (TRPO) in pure TensorFlow
Stars: ✭ 17 (-82.47%)
Mutual labels:  policy-gradient, trpo
ReinforcementLearningZoo.jl
juliareinforcementlearning.org/
Stars: ✭ 46 (-52.58%)
Mutual labels:  dqn, ppo
TF2-RL
Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]
Stars: ✭ 160 (+64.95%)
Mutual labels:  dqn, ppo
Autonomous-Drifting
Autonomous Drifting using Reinforcement Learning
Stars: ✭ 83 (-14.43%)
Mutual labels:  deep-reinforcement-learning, dqn
playing-mario-with-deep-reinforcement-learning
An implementation of (Double/Dueling) Deep-Q Learning to play Super Mario Bros.
Stars: ✭ 55 (-43.3%)
Mutual labels:  deep-reinforcement-learning, dqn
xingtian
xingtian is a componentized library for the development and verification of reinforcement learning algorithms
Stars: ✭ 229 (+136.08%)
Mutual labels:  dqn, ppo
Pytorch sac ae
PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)
Stars: ✭ 94 (-3.09%)
Ml In Tf
Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!
Stars: ✭ 45 (-53.61%)
Mutual labels:  deep-reinforcement-learning, dqn
Rad
RAD: Reinforcement Learning with Augmented Data
Stars: ✭ 268 (+176.29%)
Mutual labels:  deep-reinforcement-learning, ppo
Meta-SAC
Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient - 7th ICML AutoML workshop 2020
Stars: ✭ 19 (-80.41%)
Drq
DrQ: Data regularized Q
Stars: ✭ 268 (+176.29%)
Deep Q Learning
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
Stars: ✭ 1,013 (+944.33%)
Mutual labels:  deep-reinforcement-learning, dqn
Deep reinforcement learning course
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
Stars: ✭ 3,232 (+3231.96%)
Mutual labels:  deep-reinforcement-learning, ppo
ElegantRL
Scalable and Elastic Deep Reinforcement Learning Using PyTorch. Please star. 🔥
Stars: ✭ 2,074 (+2038.14%)
Mutual labels:  dqn, ppo
1-60 of 445 similar projects