Pytorch A3cPyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
Stars: ✭ 879 (+825.26%)
Meta RlImplementation of Meta-RL A3C algorithm
Stars: ✭ 355 (+273.68%)
VirtualhomeAPI to run VirtualHome, a Multi-Agent Household Simulator
Stars: ✭ 80 (-15.79%)
Rl algorithmsStructural implementation of RL key algorithms
Stars: ✭ 352 (+270.53%)
Gym Alttp GridworldA gym environment for Stuart Armstrong's model of a treacherous turn.
Stars: ✭ 14 (-85.26%)
Tf2rlTensorFlow2 Reinforcement Learning
Stars: ✭ 353 (+271.58%)
Easy21Reinforcement Learning Assignment: Easy21
Stars: ✭ 11 (-88.42%)
Amazon Forest Computer VisionAmazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
Stars: ✭ 346 (+264.21%)
Pytorch sac aePyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)
Stars: ✭ 94 (-1.05%)
Arxivtimesrepository to research & share the machine learning articles
Stars: ✭ 3,651 (+3743.16%)
A3cMXNET + OpenAI Gym implementation of A3C from "Asynchronous Methods for Deep Reinforcement Learning"
Stars: ✭ 9 (-90.53%)
TrpoTrust Region Policy Optimization with TensorFlow and OpenAI Gym
Stars: ✭ 343 (+261.05%)
Nlp overviewOverview of Modern Deep Learning Techniques Applied to Natural Language Processing
Stars: ✭ 1,104 (+1062.11%)
Gym MiniworldSimple 3D interior simulator for RL & robotics research
Stars: ✭ 338 (+255.79%)
Rl Baselines ZooA collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
Stars: ✭ 839 (+783.16%)
MetacarA reinforcement learning environment for self-driving cars in the browser.
Stars: ✭ 337 (+254.74%)
MathyTools for using computer algebra systems to solve math problems step-by-step with reinforcement learning
Stars: ✭ 79 (-16.84%)
Irl ImitationImplementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
Stars: ✭ 333 (+250.53%)
Rainbow Is All You NeedRainbow is all you need! A step-by-step tutorial from DQN to Rainbow
Stars: ✭ 938 (+887.37%)
Neural Combinatorial Rl PytorchPyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940
Stars: ✭ 329 (+246.32%)
Nlg RlAccelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction
Stars: ✭ 59 (-37.89%)
ArtificioDeep Learning Computer Vision Algorithms for Real-World Use
Stars: ✭ 326 (+243.16%)
Bert language understandingPre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
Stars: ✭ 933 (+882.11%)
MapleaiAI各领域学习资料整理。(A collection of all skills and knowledges should be got command of to obtain an AI relevant job offer. There are online blogs, my personal blogs, electronic books copy.)
Stars: ✭ 89 (-6.32%)
Deeprl Tensorflow2🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Stars: ✭ 319 (+235.79%)
ChainerrlChainerRL is a deep reinforcement learning library built on top of Chainer.
Stars: ✭ 931 (+880%)
Reinforcement LearningLearn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
Stars: ✭ 3,329 (+3404.21%)
MalibA Multi-agent Learning Framework
Stars: ✭ 58 (-38.95%)
Reward Learning Rl[RSS 2019] End-to-End Robotic Reinforcement Learning without Reward Engineering
Stars: ✭ 310 (+226.32%)
A3c tradingTrading with recurrent actor-critic reinforcement learning
Stars: ✭ 305 (+221.05%)
Neural Symbolic MachinesNeural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.
Stars: ✭ 305 (+221.05%)
Unity Ml EnvironmentsThis repository features game simulations as machine learning environments to experiment with deep learning approaches such as deep reinforcement learning inside of Unity.
Stars: ✭ 23 (-75.79%)
XvisionChest Xray image analysis using Deep learning !
Stars: ✭ 304 (+220%)
TaxorlCode for paper "End-to-End Reinforcement Learning for Automatic Taxonomy Induction", ACL 2018
Stars: ✭ 57 (-40%)
Seq2seq SummarizerPointer-generator reinforced seq2seq summarization in PyTorch
Stars: ✭ 306 (+222.11%)
Tetris mctsMCTS project for Tetris
Stars: ✭ 303 (+218.95%)
MagentA Platform for Many-agent Reinforcement Learning
Stars: ✭ 1,306 (+1274.74%)
Deep Learning Roadmap📡 Organized Resources for Deep Learning Researchers and Developers
Stars: ✭ 3,125 (+3189.47%)
Paac.pytorchPytorch implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning https://arxiv.org/abs/1705.04862
Stars: ✭ 22 (-76.84%)
AgentnetDeep Reinforcement Learning library for humans
Stars: ✭ 298 (+213.68%)
Ml Surveys📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
Stars: ✭ 1,063 (+1018.95%)
Pytorch Nlp NotebooksLearn how to use PyTorch to solve some common NLP problems with deep learning.
Stars: ✭ 293 (+208.42%)
Slm LabModular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
Stars: ✭ 904 (+851.58%)
Dreamerv2Mastering Atari with Discrete World Models
Stars: ✭ 287 (+202.11%)
Reinforcement LearningReinforcement learning material, code and exercises for Udacity Nanodegree programs.
Stars: ✭ 77 (-18.95%)
ReaverReaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.
Stars: ✭ 499 (+425.26%)
Neural Architecture Search With RlMinimal Tensorflow implementation of the paper "Neural Architecture Search With Reinforcement Learning" presented at ICLR 2017
Stars: ✭ 37 (-61.05%)
AutokernelAutoKernel 是一个简单易用,低门槛的自动算子优化工具,提高深度学习算法部署效率。
Stars: ✭ 485 (+410.53%)
BomboraMy experimentations with Reinforcement Learning in Pytorch
Stars: ✭ 18 (-81.05%)
PpoProximal Policy Optimization implementation with TensorFlow
Stars: ✭ 92 (-3.16%)
Grid2opGrid2Op a testbed platform to model sequential decision making in power systems.
Stars: ✭ 91 (-4.21%)