1022 Open source projects that are alternatives of or similar to Cs234 Reinforcement Learning Winter 2019

Omaha Poker functionality+some features for PokerRL Reinforcement Learning card framwork

Tic Tac Toe Machine Learning

ChainerRL is a deep reinforcement learning library built on top of Chainer.

API to run VirtualHome, a Multi-Agent Household Simulator

Slides and Jupyter notebooks

《从Docker到Kubernetes进阶课程》在线文档

A plugin for GTAV that transforms it into a vision-based self-driving car research environment.

Deep Reinforcement Learning Framework + Algorithms

Autonomous Navigation of UAV using Reinforcement Learning algorithms.

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

backtrader with DRL ( Deep Reinforcement Learning)

A simple module that displays DOM attributes on mouseover inside a tooltip.

TensorFlow2教程 TensorFlow 2.0 Tutorial 入门教程实战案例

tensorflow deep RL for driving a rover around

Python implementations of contextual bandits algorithms

Seoul AI Gym is a toolkit for developing AI algorithms.

Demos and handouts for Talk Python's Data-Driven Web Apps with Pyramid and SQLAlchemy course

This repository features game simulations as machine learning environments to experiment with deep learning approaches such as deep reinforcement learning inside of Unity.

Poker engine for poker AI development in Python

🔬 A curated list of awesome machine learning strategies & tools in financial market.

Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.

Learning from zero (mostly based off of AlphaZero) in General Game Playing.

Implementation of Reinforcement Learning algorithms in Python, based on Sutton's & Barto's Book (Ed. 2)

Cornell Instruction Following Framework

MAGNet: Multi-agents control using Graph Neural Networks

The purpose of our research is to study reinforcement learning approaches to building a movie recommender system. We formulate the problem of interactive recommendation as a contextual multi-armed bandit.

A Python3 NES emulator and OpenAI Gym interface

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Advanced Deep Learning with Keras, published by Packt

Some JavaScript works published as demos, mostly ML or DS

Notes for getting to know the Julia programming language in one day.

This is just a collection of projects that made during my DEEPLEARNING NANODEGREE by UDACITY

Carefully curated resource links for data science in one place

Reinforcement Learning for Portfolio Management

Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

Multiple implementations for abstractive text summurization , using google colab

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

PGDrive: an open-ended driving simulator with infinite scenes from procedural generation

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

Flappy Bird hack using Reinforcement Learning

Collection of reinforcement learners implemented in python. Mainly including DQN and its variants

3-day dive into deep learning at csc

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

A curated list of awesome self-supervised methods

Laravel Essentials Udemy course Full Source Code

🌷 awesome awesome go, study golang from basic to proficient

Experimental (stable, go here: https://github.com/benelot/pybullet-gym) repository of OpenAI Gym environments implemented with Bullet Physics using pybullet.

Implementation of Scheduled Policy Optimization for task-oriented language grouding

repository to research & share the machine learning articles

Reinforcement learning material, code and exercises for Udacity Nanodegree programs.

Convert sc2 environment to gym-atari and play some mini-games

Course materials and handouts for EVE: Building RESTful MongoDB-backed APIs course

My experimentations with Reinforcement Learning in Pytorch

Aim — a super-easy way to record, search and compare 1000s of ML training runs

Project on design and implement neural network that maximises driving speed of self-driving car through reinforcement learning.

Start your own online teaching business. Features include course maker, students manager, payments and more.

侯捷C++课程PPT及代码,动手学起来