534 Open source projects that are alternatives of or similar to Jericho

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

Implement AlphaZero/AlphaGo Zero methods on Chinese chess.

Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.

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

A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.

Resources, papers, tutorials

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

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

Deep Reinforcement Learning for Keras.

A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow

Code repository for the Animal AI Olympics competition

Autonomous Navigation of UAV using Reinforcement Learning algorithms.

Guided Policy Search

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

Implementations of selected inverse reinforcement learning algorithms.

MuZero

StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)

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

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

Deepmind Recurrent Environment Simulators paper implementation in tensorflow

A C++ framework for MDPs and POMDPs with Python bindings

Julia code for the book Reinforcement Learning An Introduction

Obstacle Tower Environment

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

Open Machine Learning course at MIPT

A structured implementation of MuZero

A3C LSTM Atari with Pytorch plus A3G design

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

Implementations of Reinforcement Learning Models in Tensorflow

C51-DDQN in Keras

A JavaScript deep learning and reinforcement learning library.

Reinforcement Learning in JavaScript

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

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

Arnold - DOOM Agent

An advanced program in Machine Learning and Deep Learning

S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics

Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms

A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain

Reinforcement Learning Environment for CARLA Autonomous Driving Simulator

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

Learning to trade under the reinforcement learning framework

📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.

Dynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion.

Deep Neuroevolution

My Exploration on Deep Reinforcement Learning Survey

Notes and comments about Deep Reinforcement Learning papers

A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!

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.

Code for reproducing experiments in Model-Based Active Exploration, ICML 2019

An End-To-End, Lightweight and Flexible Platform for Game Research

Collection of stats, modeling, and data science tools in Python and R.

Awesome free machine learning and AI courses with video lectures.

Deep Object Tracking Implementation in Tensorflow for 'Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning(CVPR 2017)'

Studying Reinforcement Learning Guide

A Python interface for reinforcement learning environments

Proximal Policy Optimization implementation with TensorFlow

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.