884 Open source projects that are alternatives of or similar to Rl Book Challenge

A Python interface for reinforcement learning environments

Deep Reinforcement Learning (DRL) agents applied to medical images

🃏 OpenAI Gym No Limit Texas Hold 'em Environment for Reinforcement Learning

Local and Anki-compatible note-taking tool based on TiddlyWiki

Resources, papers, tutorials

Minimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras

State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR prediction, CVR prediction), Post Ranking, Transfer, Reinforcement Learning, Self-supervised Learning and so on.

Browser extension that replaces the new tab page with Anki flashcards

Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.

Reinforcement Learning in Keras on VizDoom

Julia code for the book Reinforcement Learning An Introduction

AI trained using Genetic Algorithm and Deep Learning to play the game of snake

Implementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinforcement Learning Abbeel & Ng, 2004)

主要是爬虫与数据分析项目总结，外加建模与机器学习，模型的评估。

Implementation of the paper "Towards Optimally Decentralized Multi-Robot Collision Avoidance via Deep Reinforcement Learning"

Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa

Teach a Quadcopter How to Fly!

An open source framework for research in Embodied-AI from AI2.

The multi-agent version of TORCS for developing control algorithms for fully autonomous driving in the cluttered, multi-agent settings of everyday life.

One dictionary to rule them all -- a browser extension to help you learn languages

ROS 2 enabled Machine Learning algorithms

Safe reinforcement learning with stability guarantees

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

Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.

Various add-ons I've written for Anki

Python Implementation of Reinforcement Learning: An Introduction

一个获取知乎用户主页信息的多线程Python爬虫程序。

A comprehensive autonomous decentralized systems framework for AI control architects.

A PyTorch Library for Reinforcement Learning Research

AIXIjs - General Reinforcement Learning in the Browser

Learning to Learn how to Learn: Self-Adaptive Visual Navigation using Meta-Learning (https://arxiv.org/abs/1812.00971)

Achieve your marketing goals with the data analytics power of Python

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

A lightweight contextual bandit & reinforcement learning library designed to be used in production Python services.

A constantly updated python machine learning cheatsheet

[ICML 2020] PyTorch Code for "One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control"

A Collection of resources I have found useful on my journey finding my way through the world of Deep Learning.

Hierarchical Bayesian modeling of RLDM tasks, using R & Python

Unity Machine Learning Agents Toolkit

Machine Learning and having it Deep and Structured (MLDS) in 2018 spring

A simple interface to instantiate Reinforcement Learning environments with SUMO for Traffic Signal Control. Compatible with Gym Env from OpenAI and MultiAgentEnv from RLlib.

AI for Snake game trained from pixels using Deep Reinforcement Learning (DQN).

This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.

🎮 Advanced Deep Learning and Reinforcement Learning at UCL & DeepMind | YouTube videos 👉

Flappy Bird AI using Evolution Strategies

Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]

This repository consists of all my Machine Learning Projects.

Clone of OpenAI's Spinning Up in PyTorch

A repo for data science related questions and answers

Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.

🚗 Rocket League Distributed Deep Reinforcement Learning Bot

in progress

Complete-Life-Cycle-of-a-Data-Science-Project

Coding Demos from the School of AI's Move37 Course

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

A minimal C implementation of Nintendo Gameboy - An fast research environment for Reinforcement Learning

Usiigaci: stain-free cell tracking in phase contrast microscopy enabled by supervised machine learning

📖 [译] 数据科学和人工智能技术笔记