All Projects → Rlcycle → Similar Projects or Alternatives

671 Open source projects that are alternatives of or similar to Rlcycle

Deep Rl Keras
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
Stars: ✭ 395 (+114.67%)
Mutual labels:  reinforcement-learning, dqn, a3c, ddpg
Machin
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
Stars: ✭ 145 (-21.2%)
Mutual labels:  reinforcement-learning, dqn, a3c, ddpg
Reinforcement Learning With Tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Stars: ✭ 6,948 (+3676.09%)
Mutual labels:  reinforcement-learning, dqn, a3c, ddpg
Minimalrl
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Stars: ✭ 2,051 (+1014.67%)
Mutual labels:  reinforcement-learning, dqn, a3c, ddpg
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 (+1532.61%)
Mutual labels:  reinforcement-learning, dqn, a3c, ddpg
Deeprl Tensorflow2
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Stars: ✭ 319 (+73.37%)
Mutual labels:  reinforcement-learning, dqn, a3c, ddpg
Pytorch Rl
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Stars: ✭ 394 (+114.13%)
Mutual labels:  reinforcement-learning, dqn, ddpg
Autonomous Learning Library
A PyTorch library for building deep reinforcement learning agents.
Stars: ✭ 425 (+130.98%)
Mutual labels:  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 (+391.3%)
Mutual labels:  reinforcement-learning, dqn, a3c
Mushroom Rl
Python library for Reinforcement Learning.
Stars: ✭ 442 (+140.22%)
Mutual labels:  reinforcement-learning, dqn, ddpg
Tensorflow Rl
Implementations of deep RL papers and random experimentation
Stars: ✭ 176 (-4.35%)
Mutual labels:  reinforcement-learning, dqn, a3c
Pytorch Rl
Deep Reinforcement Learning with pytorch & visdom
Stars: ✭ 745 (+304.89%)
Mutual labels:  reinforcement-learning, dqn, a3c
Reinforcement learning
Reinforcement learning tutorials
Stars: ✭ 82 (-55.43%)
Mutual labels:  reinforcement-learning, dqn, a3c
Deep Reinforcement Learning
Repo for the Deep Reinforcement Learning Nanodegree program
Stars: ✭ 4,012 (+2080.43%)
Mutual labels:  reinforcement-learning, dqn, ddpg
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 (+20.65%)
Mutual labels:  dqn, a3c, ddpg
Tensorlayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥
Stars: ✭ 6,796 (+3593.48%)
Mutual labels:  reinforcement-learning, dqn, a3c
Elegantrl
Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch.
Stars: ✭ 575 (+212.5%)
Mutual labels:  reinforcement-learning, dqn, ddpg
reinforcement learning with Tensorflow
Minimal implementations of reinforcement learning algorithms by Tensorflow
Stars: ✭ 28 (-84.78%)
Mutual labels:  dqn, a3c, ddpg
Openaigym
Solving OpenAI Gym problems.
Stars: ✭ 98 (-46.74%)
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 (-51.09%)
Mutual labels:  reinforcement-learning, dqn, ddpg
Policy Gradient Methods
Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC
Stars: ✭ 54 (-70.65%)
Mutual labels:  reinforcement-learning, a3c, ddpg
Reinforcement Learning
Minimal and Clean Reinforcement Learning Examples
Stars: ✭ 2,863 (+1455.98%)
Mutual labels:  reinforcement-learning, dqn, a3c
Reinforcement Learning
🤖 Implements of Reinforcement Learning algorithms.
Stars: ✭ 104 (-43.48%)
Mutual labels:  reinforcement-learning, dqn, ddpg
Pytorch Drl
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Stars: ✭ 233 (+26.63%)
Mutual labels:  reinforcement-learning, dqn, ddpg
Rl4j
Deep Reinforcement Learning for the JVM (Deep-Q, A3C)
Stars: ✭ 330 (+79.35%)
Mutual labels:  reinforcement-learning, dqn, a3c
Ai Blog
Accompanying repository for Let's make a DQN / A3C series.
Stars: ✭ 351 (+90.76%)
Mutual labels:  reinforcement-learning, dqn, a3c
Atari
AI research environment for the Atari 2600 games 🤖.
Stars: ✭ 174 (-5.43%)
Mutual labels:  reinforcement-learning, dqn
Aigames
use AI to play some games.
Stars: ✭ 422 (+129.35%)
Mutual labels:  reinforcement-learning, dqn
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 (+131.52%)
Mutual labels:  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 (-5.98%)
Mutual labels:  dqn, ddpg
Rl a3c pytorch
A3C LSTM Atari with Pytorch plus A3G design
Stars: ✭ 482 (+161.96%)
Mutual labels:  reinforcement-learning, a3c
Reinforcement learning tutorial with demo
Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
Stars: ✭ 442 (+140.22%)
Mutual labels:  reinforcement-learning, a3c
Async deep reinforce
Asynchronous Methods for Deep Reinforcement Learning
Stars: ✭ 565 (+207.07%)
Mutual labels:  reinforcement-learning, a3c
Gym Anytrading
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
Stars: ✭ 627 (+240.76%)
Mutual labels:  reinforcement-learning, dqn
Lagom
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Stars: ✭ 364 (+97.83%)
Mutual labels:  reinforcement-learning, ddpg
Btgym
Scalable, event-driven, deep-learning-friendly backtesting library
Stars: ✭ 765 (+315.76%)
Mutual labels:  reinforcement-learning, a3c
Super Mario Bros A3c Pytorch
Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros
Stars: ✭ 775 (+321.2%)
Mutual labels:  reinforcement-learning, a3c
Bombora
My experimentations with Reinforcement Learning in Pytorch
Stars: ✭ 18 (-90.22%)
Mutual labels:  reinforcement-learning, a3c
Chainerrl
ChainerRL is a deep reinforcement learning library built on top of Chainer.
Stars: ✭ 931 (+405.98%)
Mutual labels:  reinforcement-learning, dqn
Agents
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
Stars: ✭ 2,135 (+1060.33%)
Mutual labels:  reinforcement-learning, dqn
A3c
MXNET + OpenAI Gym implementation of A3C from "Asynchronous Methods for Deep Reinforcement Learning"
Stars: ✭ 9 (-95.11%)
Mutual labels:  reinforcement-learning, a3c
Pytorch A3c
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
Stars: ✭ 879 (+377.72%)
Mutual labels:  reinforcement-learning, a3c
Rl algorithms
Structural implementation of RL key algorithms
Stars: ✭ 352 (+91.3%)
Mutual labels:  reinforcement-learning, dqn
Rainbow Is All You Need
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
Stars: ✭ 938 (+409.78%)
Mutual labels:  reinforcement-learning, dqn
Deep Q Learning
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
Stars: ✭ 1,013 (+450.54%)
Mutual labels:  reinforcement-learning, dqn
Retro Learning Environment
The Retro Learning Environment (RLE) -- a learning framework for AI
Stars: ✭ 180 (-2.17%)
Mutual labels:  reinforcement-learning, dqn
Torch Ac
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
Stars: ✭ 70 (-61.96%)
Mutual labels:  reinforcement-learning, a3c
Reinforcepy
Collection of reinforcement learners implemented in python. Mainly including DQN and its variants
Stars: ✭ 54 (-70.65%)
Mutual labels:  reinforcement-learning, dqn
Run Skeleton Run
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
Stars: ✭ 83 (-54.89%)
Mutual labels:  reinforcement-learning, ddpg
Doudizhu
AI斗地主
Stars: ✭ 149 (-19.02%)
Mutual labels:  reinforcement-learning, dqn
Reinforcement Learning Wechat Jump
Reinforcement Learning for WeChat Jump
Stars: ✭ 85 (-53.8%)
Mutual labels:  reinforcement-learning, ddpg
Categorical Dqn
A working implementation of the Categorical DQN (Distributional RL).
Stars: ✭ 90 (-51.09%)
Mutual labels:  reinforcement-learning, dqn
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 (-9.24%)
Mutual labels:  dqn, ddpg
Deep traffic
MIT DeepTraffic top 2% solution (75.01 mph) 🚗.
Stars: ✭ 47 (-74.46%)
Mutual labels:  reinforcement-learning, dqn
Deep Reinforcement Learning With Pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Stars: ✭ 1,345 (+630.98%)
Mutual labels:  dqn, a3c
Reinforcement learning
강화학습에 대한 기본적인 알고리즘 구현
Stars: ✭ 100 (-45.65%)
Mutual labels:  reinforcement-learning, dqn
Cartpole
OpenAI's cartpole env solver.
Stars: ✭ 107 (-41.85%)
Mutual labels:  reinforcement-learning, dqn
Rainbow
A PyTorch implementation of Rainbow DQN agent
Stars: ✭ 147 (-20.11%)
Mutual labels:  reinforcement-learning, dqn
Reinforcementlearning Atarigame
Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games
Stars: ✭ 118 (-35.87%)
Mutual labels:  reinforcement-learning, a3c
Ctc Executioner
Master Thesis: Limit order placement with Reinforcement Learning
Stars: ✭ 112 (-39.13%)
Mutual labels:  reinforcement-learning, dqn
1-60 of 671 similar projects