All Projects → Reinforcement Learning → Similar Projects or Alternatives

958 Open source projects that are alternatives of or similar to Reinforcement Learning

Autonomous Learning Library
A PyTorch library for building deep reinforcement learning agents.
Stars: ✭ 425 (+308.65%)
Deeprl Tensorflow2
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Stars: ✭ 319 (+206.73%)
Elegantrl
Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch.
Stars: ✭ 575 (+452.88%)
Deep Reinforcement Learning
Repo for the Deep Reinforcement Learning Nanodegree program
Stars: ✭ 4,012 (+3757.69%)
Minimalrl
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Stars: ✭ 2,051 (+1872.12%)
Pytorch Drl
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Stars: ✭ 233 (+124.04%)
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 (+2788.46%)
Pytorch Rl
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Stars: ✭ 394 (+278.85%)
Mushroom Rl
Python library for Reinforcement Learning.
Stars: ✭ 442 (+325%)
Reinforcement Learning With Tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Stars: ✭ 6,948 (+6580.77%)
Mutual labels:  reinforcement-learning, dqn, ddpg
rl implementations
No description or website provided.
Stars: ✭ 40 (-61.54%)
Mutual labels:  deep-reinforcement-learning, dqn, ddpg
Slm Lab
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
Stars: ✭ 904 (+769.23%)
Openaigym
Solving OpenAI Gym problems.
Stars: ✭ 98 (-5.77%)
Mutual labels:  reinforcement-learning, dqn, ddpg
pytorch-distributed
Ape-X DQN & DDPG with pytorch & tensorboard
Stars: ✭ 98 (-5.77%)
Mutual labels:  deep-reinforcement-learning, dqn, ddpg
Rad
RAD: Reinforcement Learning with Augmented Data
Stars: ✭ 268 (+157.69%)
Reinforcement Learning
Minimal and Clean Reinforcement Learning Examples
Stars: ✭ 2,863 (+2652.88%)
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 (+60.58%)
Mutual labels:  deep-reinforcement-learning, dqn, ddpg
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 (+66.35%)
Mutual labels:  deep-reinforcement-learning, dqn, ddpg
Machin
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
Stars: ✭ 145 (+39.42%)
Mutual labels:  reinforcement-learning, dqn, ddpg
Deeprl
Modularized Implementation of Deep RL Algorithms in PyTorch
Stars: ✭ 2,640 (+2438.46%)
Mutual labels:  deep-reinforcement-learning, dqn, ddpg
Rlcycle
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
Stars: ✭ 184 (+76.92%)
Mutual labels:  reinforcement-learning, dqn, ddpg
Torchrl
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
Stars: ✭ 90 (-13.46%)
Mutual labels:  reinforcement-learning, dqn, ddpg
Deep Q Learning
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
Stars: ✭ 1,013 (+874.04%)
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 (+113.46%)
Mutual labels:  deep-reinforcement-learning, dqn, ddpg
Ml In Tf
Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!
Stars: ✭ 45 (-56.73%)
Drl papernotes
Notes and comments about Deep Reinforcement Learning papers
Stars: ✭ 65 (-37.5%)
Torchrl
Highly Modular and Scalable Reinforcement Learning
Stars: ✭ 102 (-1.92%)
Deep-rl-mxnet
Mxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO
Stars: ✭ 26 (-75%)
Mutual labels:  deep-reinforcement-learning, dqn, ddpg
Rlgraph
RLgraph: Modular computation graphs for deep reinforcement learning
Stars: ✭ 272 (+161.54%)
Openai lab
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
Stars: ✭ 313 (+200.96%)
Learning To Communicate Pytorch
Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch
Stars: ✭ 236 (+126.92%)
Rainy
☔ Deep RL agents with PyTorch☔
Stars: ✭ 39 (-62.5%)
Mutual labels:  deep-reinforcement-learning, dqn, ddpg
Pytorch Rl
Deep Reinforcement Learning with pytorch & visdom
Stars: ✭ 745 (+616.35%)
Lagom
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Stars: ✭ 364 (+250%)
Curl
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
Stars: ✭ 346 (+232.69%)
Deep Rl Keras
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
Stars: ✭ 395 (+279.81%)
Mutual labels:  reinforcement-learning, dqn, ddpg
Deep Rl Trading
playing idealized trading games with deep reinforcement learning
Stars: ✭ 228 (+119.23%)
Reinforcement Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
Stars: ✭ 3,329 (+3100.96%)
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 (+309.62%)
Mutual labels:  deep-reinforcement-learning, dqn, ddpg
Hands On Reinforcement Learning With Python
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
Stars: ✭ 640 (+515.38%)
Deeprl Tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
Stars: ✭ 748 (+619.23%)
Pytorch sac ae
PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)
Stars: ✭ 94 (-9.62%)
Tensorflow Tutorial
TensorFlow and Deep Learning Tutorials
Stars: ✭ 748 (+619.23%)
Deep Reinforcement Learning Notes
Deep Reinforcement Learning Notes
Stars: ✭ 101 (-2.88%)
Deep Reinforcement Learning With Pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Stars: ✭ 1,345 (+1193.27%)
Mutual labels:  deep-reinforcement-learning, dqn
Tensorlayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥
Stars: ✭ 6,796 (+6434.62%)
Mutual labels:  reinforcement-learning, dqn
Btgym
Scalable, event-driven, deep-learning-friendly backtesting library
Stars: ✭ 765 (+635.58%)
Pygame Learning Environment
PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.
Stars: ✭ 828 (+696.15%)
Osim Rl
Reinforcement learning environments with musculoskeletal models
Stars: ✭ 763 (+633.65%)
Paac.pytorch
Pytorch implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning https://arxiv.org/abs/1705.04862
Stars: ✭ 22 (-78.85%)
Cs234
My Solution to Assignments of CS234
Stars: ✭ 91 (-12.5%)
Deep Learning Drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Stars: ✭ 9,717 (+9243.27%)
Rl algos
Reinforcement Learning Algorithms
Stars: ✭ 14 (-86.54%)
Pytorch A3c
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
Stars: ✭ 879 (+745.19%)
Conversational Ai
Conversational AI Reading Materials
Stars: ✭ 34 (-67.31%)
Mutual labels:  papers, reinforcement-learning
Rainbow Is All You Need
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
Stars: ✭ 938 (+801.92%)
Mutual labels:  reinforcement-learning, dqn
Drlkit
A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms
Stars: ✭ 29 (-72.12%)
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 (-6.73%)
Mutual labels:  deep-reinforcement-learning, dqn
Rlcard
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
Stars: ✭ 980 (+842.31%)
Left Shift
Using deep reinforcement learning to tackle the game 2048.
Stars: ✭ 35 (-66.35%)
1-60 of 958 similar projects