All Projects → ElegantRL → Similar Projects or Alternatives

616 Open source projects that are alternatives of or similar to ElegantRL

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 (-89.3%)
Mutual labels:  dqn, ddpg, sac, ppo, a2c, td3
Rainy
☔ Deep RL agents with PyTorch☔
Stars: ✭ 39 (-98.12%)
Mutual labels:  dqn, ddpg, sac, ppo, a2c, td3
Tianshou
An elegant PyTorch deep reinforcement learning library.
Stars: ✭ 4,109 (+98.12%)
Mutual labels:  dqn, ddpg, sac, ppo, a2c, td3
ReinforcementLearningZoo.jl
juliareinforcementlearning.org/
Stars: ✭ 46 (-97.78%)
Mutual labels:  dqn, ddpg, sac, ppo, a2c, td3
Elegantrl
Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch.
Stars: ✭ 575 (-72.28%)
Mutual labels:  lightweight, efficient, stable, dqn, ddpg, ppo
model-free-algorithms
TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x
Stars: ✭ 56 (-97.3%)
Mutual labels:  ddpg, sac, ppo, td3, model-free-rl
Deeprl
Modularized Implementation of Deep RL Algorithms in PyTorch
Stars: ✭ 2,640 (+27.29%)
Mutual labels:  dqn, ddpg, ppo, a2c, td3
Minimalrl
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Stars: ✭ 2,051 (-1.11%)
Mutual labels:  dqn, ddpg, sac, ppo, a2c
Deep-rl-mxnet
Mxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO
Stars: ✭ 26 (-98.75%)
Mutual labels:  dqn, ddpg, a2c, td3
Paddle-RLBooks
Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
Stars: ✭ 113 (-94.55%)
Mutual labels:  dqn, ddpg, sac, td3
TF2-RL
Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]
Stars: ✭ 160 (-92.29%)
Mutual labels:  dqn, ddpg, sac, ppo
LWDRLC
Lightweight deep RL Libraray for continuous control.
Stars: ✭ 14 (-99.32%)
Mutual labels:  ddpg, sac, ppo, td3
rl implementations
No description or website provided.
Stars: ✭ 40 (-98.07%)
Mutual labels:  dqn, ddpg, a2c
Deeprl Tensorflow2
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Stars: ✭ 319 (-84.62%)
Mutual labels:  dqn, ddpg, ppo
Deep RL with pytorch
A pytorch tutorial for DRL(Deep Reinforcement Learning)
Stars: ✭ 160 (-92.29%)
Mutual labels:  dqn, ppo, a2c
Deep Reinforcement Learning
Repo for the Deep Reinforcement Learning Nanodegree program
Stars: ✭ 4,012 (+93.44%)
Mutual labels:  dqn, ddpg, ppo
Reinforcement Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
Stars: ✭ 3,329 (+60.51%)
Mutual labels:  dqn, ppo, a2c
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 (-79.46%)
Mutual labels:  dqn, ddpg, ppo
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 (-99.28%)
Mutual labels:  dqn, ppo, a2c
Autonomous Learning Library
A PyTorch library for building deep reinforcement learning agents.
Stars: ✭ 425 (-79.51%)
Mutual labels:  dqn, ddpg, ppo
Machin
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
Stars: ✭ 145 (-93.01%)
Mutual labels:  dqn, ddpg, ppo
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 (-91.66%)
Mutual labels:  dqn, ddpg, ppo
Torchrl
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
Stars: ✭ 90 (-95.66%)
Mutual labels:  dqn, ddpg, ppo
Pytorch Drl
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Stars: ✭ 233 (-88.77%)
Mutual labels:  dqn, ddpg, ppo
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 (+44.84%)
Mutual labels:  dqn, ddpg, 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 (-91.95%)
Mutual labels:  dqn, ddpg, ppo
Reinforcement Learning With Tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Stars: ✭ 6,948 (+235%)
Mutual labels:  dqn, ddpg, ppo
mujoco-benchmark
Provide full reinforcement learning benchmark on mujoco environments, including ddpg, sac, td3, pg, a2c, ppo, library
Stars: ✭ 101 (-95.13%)
Mutual labels:  ddpg, sac, ppo
Run Skeleton Run
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
Stars: ✭ 83 (-96%)
Mutual labels:  ddpg, ppo
xingtian
xingtian is a componentized library for the development and verification of reinforcement learning algorithms
Stars: ✭ 229 (-88.96%)
Mutual labels:  dqn, ppo
Deep Reinforcement Learning For Automated Stock Trading Ensemble Strategy Icaif 2020
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.
Stars: ✭ 518 (-75.02%)
Mutual labels:  ddpg, ppo
Rlgraph
RLgraph: Modular computation graphs for deep reinforcement learning
Stars: ✭ 272 (-86.89%)
Mutual labels:  dqn, ppo
Pytorch Rl
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Stars: ✭ 394 (-81%)
Mutual labels:  dqn, ddpg
Explorer
Explorer is a PyTorch reinforcement learning framework for exploring new ideas.
Stars: ✭ 54 (-97.4%)
Mutual labels:  dqn, ppo
Mushroom Rl
Python library for Reinforcement Learning.
Stars: ✭ 442 (-78.69%)
Mutual labels:  dqn, ddpg
Slm Lab
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
Stars: ✭ 904 (-56.41%)
Mutual labels:  dqn, ppo
Reinforcement learning
Reinforcement learning tutorials
Stars: ✭ 82 (-96.05%)
Mutual labels:  dqn, ppo
Deep Rl Keras
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
Stars: ✭ 395 (-80.95%)
Mutual labels:  dqn, ddpg
Deeprl algorithms
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
Stars: ✭ 97 (-95.32%)
Mutual labels:  dqn, ppo
Openaigym
Solving OpenAI Gym problems.
Stars: ✭ 98 (-95.27%)
Mutual labels:  dqn, ddpg
Reinforcement Learning
🤖 Implements of Reinforcement Learning algorithms.
Stars: ✭ 104 (-94.99%)
Mutual labels:  dqn, ddpg
Deep Reinforcement Learning With Pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Stars: ✭ 1,345 (-35.15%)
Mutual labels:  dqn, ppo
Lagom
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Stars: ✭ 364 (-82.45%)
Mutual labels:  ddpg, ppo
Rlcycle
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
Stars: ✭ 184 (-91.13%)
Mutual labels:  dqn, ddpg
sabotage
a radical and experimental distribution based on musl libc and busybox
Stars: ✭ 502 (-75.8%)
Mutual labels:  lightweight, efficient
omd
JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"
Stars: ✭ 43 (-97.93%)
Mutual labels:  dqn, sac
Espnetv2
A light-weight, power efficient, and general purpose convolutional neural network
Stars: ✭ 377 (-81.82%)
Mutual labels:  lightweight, efficient
reinforcement learning with Tensorflow
Minimal implementations of reinforcement learning algorithms by Tensorflow
Stars: ✭ 28 (-98.65%)
Mutual labels:  dqn, ddpg
pytorch-rl
Pytorch Implementation of RL algorithms
Stars: ✭ 15 (-99.28%)
Mutual labels:  dqn, ddpg
iogrowCRM
CRM for Social Selling, on Google. Integrated with LinkedIn, Twitter, Facebook & Gmail.
Stars: ✭ 28 (-98.65%)
Mutual labels:  lightweight, gae
jax-rl
JAX implementations of core Deep RL algorithms
Stars: ✭ 61 (-97.06%)
Mutual labels:  sac, td3
Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020
Live Trading. Please star.
Stars: ✭ 1,251 (-39.68%)
Mutual labels:  ddpg, ppo
pomdp-baselines
Simple (but often Strong) Baselines for POMDPs in PyTorch - ICML 2022
Stars: ✭ 162 (-92.19%)
Mutual labels:  sac, td3
UAV-DDPG
Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"
Stars: ✭ 133 (-93.59%)
Mutual labels:  dqn, ddpg
Deep reinforcement learning course
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
Stars: ✭ 3,232 (+55.83%)
Mutual labels:  ppo, a2c
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 (+26.9%)
Mutual labels:  ppo, a2c
Ros2learn
ROS 2 enabled Machine Learning algorithms
Stars: ✭ 119 (-94.26%)
Mutual labels:  dqn, ppo
pytorch-distributed
Ape-X DQN & DDPG with pytorch & tensorboard
Stars: ✭ 98 (-95.27%)
Mutual labels:  dqn, ddpg
trading gym
a unified environment for supervised learning and reinforcement learning in the context of quantitative trading
Stars: ✭ 36 (-98.26%)
Mutual labels:  ddpg, ppo
imitation learning
PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.
Stars: ✭ 93 (-95.52%)
Mutual labels:  ppo, a2c
1-60 of 616 similar projects