571 Open source projects that are alternatives of or similar to Hindsight Experience Replay

Teach a Quadcopter How to Fly!

Curated list for Deep Reinforcement Learning (DRL): software frameworks, models, datasets, gyms, baselines...

Coursera Reinforcement Learning Specialization by University of Alberta & Alberta Machine Intelligence Institute

My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019

AIXIjs - General Reinforcement Learning in the Browser

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.

Reinforcement learning models in ViZDoom environment

Proximal Policy Optimization implementation with TensorFlow

Deep Reinforcement Learning (DRL) agents applied to medical images

A Platform for Many-agent Reinforcement Learning

Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym

Grid2Op a testbed platform to model sequential decision making in power systems.

Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

Simple tools for logging and visualizing, loading and training

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

Some of the ML and DL related reading materials, research papers that I've read

We tested 3 approaches for Pair Trading: distance, cointegration and reinforcement learning approach.

Repository to accompany RSS 2018 paper on dexterous hand manipulation

A Python interface for reinforcement learning environments

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Code for "MojiTalk: Generating Emotional Responses at Scale" https://arxiv.org/abs/1711.04090

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

Resources, papers, tutorials

Reinforcement Learning Cheat Sheet

Explore and find reinforcement learning environments in a list of 150+ open source environments.

Maze Applied Reinforcement Learning Framework

Implementation of EMNLP 2017 Paper "Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog" using PyTorch and ParlAI

TensorFlow Tutorials with YouTube Videos

Use AWS RoboMaker and demonstrate running a simulation which trains a reinforcement learning (RL) model to drive a car around a track

Artificial intelligence for the Snake game.

Clone of OpenAI's Spinning Up in PyTorch

API to run VirtualHome, a Multi-Agent Household Simulator

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

Tools for using computer algebra systems to solve math problems step-by-step with reinforcement learning

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

Direct Future Prediction (DFP ) in Keras

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

CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning

Highly Modular and Scalable Reinforcement Learning

Autonomous Navigation of UAV using Reinforcement Learning algorithms.

OpenAI Gym wrapper for the DeepMind Control Suite

강화학습에 대한 기본적인 알고리즘 구현

MuZero

Reinforcement Learning in Keras on VizDoom

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

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

A framework using TensorFlow.js for Deep Reinforcement Learning

Deepmind Recurrent Environment Simulators paper implementation in tensorflow

Reinforcement Learning Workshop for Data Science BKK

Framework for developing OpenAI Gym robotics environments simulated with Ignition Gazebo

Doom-based AI Research Platform for Reinforcement Learning from Raw Visual Information.

A Trading environment base on Gym

in progress

Repository for codes of Deep Reinforcement Learning (DRL) lectured at Samsung

PyTorch implementation of Looking Fast and Slow: Memory-Guided Mobile Video Object Detection

Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO