dqn-obstacle-avoidanceDeep Reinforcement Learning for Fixed-Wing Flight Control with Deep Q-Network
Stars: ✭ 57 (-77.11%)
Deeprl Tensorflow2🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Stars: ✭ 319 (+28.11%)
DeeprlModularized Implementation of Deep RL Algorithms in PyTorch
Stars: ✭ 2,640 (+960.24%)
Deep Q LearningMinimal Deep Q Learning (DQN & DDQN) implementations in Keras
Stars: ✭ 1,013 (+306.83%)
Pytorch DrlPyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Stars: ✭ 233 (-6.43%)
reinforce-js[INACTIVE] A collection of various machine learning solver. The library is an object-oriented approach (baked with Typescript) and tries to deliver simplified interfaces that make using the algorithms pretty simple.
Stars: ✭ 20 (-91.97%)
Deep Rl Tradingplaying idealized trading games with deep reinforcement learning
Stars: ✭ 228 (-8.43%)
Minecraft Reinforcement LearningDeep Recurrent Q-Learning vs Deep Q Learning on a simple Partially Observable Markov Decision Process with Minecraft
Stars: ✭ 33 (-86.75%)
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 (+1106.43%)
Deep Rl TensorflowTensorFlow implementation of Deep Reinforcement Learning papers
Stars: ✭ 1,552 (+523.29%)
Deeprl algorithmsDeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
Stars: ✭ 97 (-61.04%)
king-pongDeep Reinforcement Learning Pong Agent, King Pong, he's the best
Stars: ✭ 23 (-90.76%)
Reinforcement LearningLearn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
Stars: ✭ 3,329 (+1236.95%)
Rainy☔ Deep RL agents with PyTorch☔
Stars: ✭ 39 (-84.34%)
DrlRepository for codes of 'Deep Reinforcement Learning'
Stars: ✭ 172 (-30.92%)
ElegantrlLightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch.
Stars: ✭ 575 (+130.92%)
Slm LabModular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
Stars: ✭ 904 (+263.05%)
CarlaOpen-source simulator for autonomous driving research.
Stars: ✭ 7,012 (+2716.06%)
TorchrlHighly Modular and Scalable Reinforcement Learning
Stars: ✭ 102 (-59.04%)
Deep Reinforcement Learning With PytorchPyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Stars: ✭ 1,345 (+440.16%)
MinimalrlImplementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Stars: ✭ 2,051 (+723.69%)
AirsimOpen source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
Stars: ✭ 12,528 (+4931.33%)
Reinforcement Learning AlgorithmsThis 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 (+71.08%)
omdJAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"
Stars: ✭ 43 (-82.73%)
Parl SampleDeep reinforcement learning using baidu PARL(maze,flappy bird and so on)
Stars: ✭ 37 (-85.14%)
Deep-rl-mxnetMxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO
Stars: ✭ 26 (-89.56%)
ExplorerExplorer is a PyTorch reinforcement learning framework for exploring new ideas.
Stars: ✭ 54 (-78.31%)
RlgraphRLgraph: Modular computation graphs for deep reinforcement learning
Stars: ✭ 272 (+9.24%)
Deep-Reinforcement-Learning-NotebooksThis 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 (-93.98%)
Crypto RlDeep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent
Stars: ✭ 328 (+31.73%)
Pytorch RlDeep Reinforcement Learning with pytorch & visdom
Stars: ✭ 745 (+199.2%)
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 (-30.52%)
Mushroom RlPython library for Reinforcement Learning.
Stars: ✭ 442 (+77.51%)
DeepdriveDeepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
Stars: ✭ 628 (+152.21%)
Deep Reinforcement Learning Algorithms31 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 (-32.93%)
Pytorch RlThis repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Stars: ✭ 394 (+58.23%)
Ml In TfGet started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!
Stars: ✭ 45 (-81.93%)
Keras Rl2Reinforcement learning with tensorflow 2 keras
Stars: ✭ 134 (-46.18%)
Drl4recsysCourses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems
Stars: ✭ 196 (-21.29%)
AcerActor-critic with experience replay
Stars: ✭ 215 (-13.65%)
Awesome Deep RlA curated list of awesome Deep Reinforcement Learning resources.
Stars: ✭ 193 (-22.49%)
Naf Tensorflow"Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow
Stars: ✭ 192 (-22.89%)
TrixiManage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.
Stars: ✭ 211 (-15.26%)