Lagomlagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Stars: ✭ 364 (+123.31%)
Free Ai Resources🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many more - for everyone!
Stars: ✭ 192 (+17.79%)
Dreamerv2Mastering Atari with Discrete World Models
Stars: ✭ 287 (+76.07%)
GibsonenvGibson Environments: Real-World Perception for Embodied Agents
Stars: ✭ 666 (+308.59%)
Ai ToolboxA C++ framework for MDPs and POMDPs with Python bindings
Stars: ✭ 500 (+206.75%)
Rex GymOpenAI Gym environments for an open-source quadruped robot (SpotMicro)
Stars: ✭ 684 (+319.63%)
AirsimOpen source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
Stars: ✭ 12,528 (+7585.89%)
Awesome Ai BooksSome awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning
Stars: ✭ 855 (+424.54%)
Awesome MlssList of summer schools in machine learning + related fields across the globe
Stars: ✭ 1,001 (+514.11%)
ArnoldArnold - DOOM Agent
Stars: ✭ 457 (+180.37%)
Recsim A Configurable Recommender Systems Simulation Platform
Stars: ✭ 461 (+182.82%)
HolodeckHigh Fidelity Simulator for Reinforcement Learning and Robotics Research.
Stars: ✭ 513 (+214.72%)
Basic reinforcement learningAn introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
Stars: ✭ 826 (+406.75%)
ConstructJavaScript Digital Organisms simulator
Stars: ✭ 17 (-89.57%)
Batch PpoEfficient Batched Reinforcement Learning in TensorFlow
Stars: ✭ 945 (+479.75%)
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 (-45.4%)
Ai Reading MaterialsSome of the ML and DL related reading materials, research papers that I've read
Stars: ✭ 79 (-51.53%)
Deep CfrScalable Implementation of Deep CFR and Single Deep CFR
Stars: ✭ 158 (-3.07%)
HuskarlDeep Reinforcement Learning Framework + Algorithms
Stars: ✭ 414 (+153.99%)
Home PlatformHoME: a Household Multimodal Environment is a platform for artificial agents to learn from vision, audio, semantics, physics, and interaction with objects and other agents, all within a realistic context.
Stars: ✭ 370 (+126.99%)
ReaverReaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.
Stars: ✭ 499 (+206.13%)
Habitat LabA modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.
Stars: ✭ 587 (+260.12%)
Gym StarcraftStarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)
Stars: ✭ 514 (+215.34%)
CarlaOpen-source simulator for autonomous driving research.
Stars: ✭ 7,012 (+4201.84%)
TensorlayerDeep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥
Stars: ✭ 6,796 (+4069.33%)
CiffCornell Instruction Following Framework
Stars: ✭ 23 (-85.89%)
NotesResources to learn more about Machine Learning and Artificial Intelligence
Stars: ✭ 766 (+369.94%)
GymSeoul AI Gym is a toolkit for developing AI algorithms.
Stars: ✭ 27 (-83.44%)
DoyouevenlearnEssential Guide to keep up with AI/ML/DL/CV
Stars: ✭ 913 (+460.12%)
Neural Architecture Search With RlMinimal Tensorflow implementation of the paper "Neural Architecture Search With Reinforcement Learning" presented at ICLR 2017
Stars: ✭ 37 (-77.3%)
YarpYARP - Yet Another Robot Platform
Stars: ✭ 358 (+119.63%)
Learning2runOur NIPS 2017: Learning to Run source code
Stars: ✭ 57 (-65.03%)
NotebooksSome notebooks
Stars: ✭ 53 (-67.48%)
Ai Residency ListList of AI Residency & Research programs, Ph.D Fellowships, Research Internships
Stars: ✭ 69 (-57.67%)
Holodeck EngineHigh Fidelity Simulator for Reinforcement Learning and Robotics Research.
Stars: ✭ 48 (-70.55%)
SimulatorA ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles
Stars: ✭ 1,260 (+673.01%)
SnakeArtificial intelligence for the Snake game.
Stars: ✭ 1,241 (+661.35%)
Awesome AiA curated list of artificial intelligence resources (Courses, Tools, App, Open Source Project)
Stars: ✭ 161 (-1.23%)
Deep trafficMIT DeepTraffic top 2% solution (75.01 mph) 🚗.
Stars: ✭ 47 (-71.17%)
Chemgan ChallengeCode for the paper: Benhenda, M. 2017. ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? arXiv preprint arXiv:1708.08227.
Stars: ✭ 98 (-39.88%)
ToycarirlImplementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinforcement Learning Abbeel & Ng, 2004)
Stars: ✭ 128 (-21.47%)
Rlai ExercisesExercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]
Stars: ✭ 97 (-40.49%)
Flappy EsFlappy Bird AI using Evolution Strategies
Stars: ✭ 140 (-14.11%)
Pomdps.jlMDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.
Stars: ✭ 338 (+107.36%)
Csinva.github.ioSlides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.
Stars: ✭ 342 (+109.82%)
Machine Learning From ScratchSuccinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.
Stars: ✭ 42 (-74.23%)
Papers Literature Ml Dl Rl AiHighly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
Stars: ✭ 1,341 (+722.7%)