109 Open source projects that are alternatives of or similar to Arel

A curated list of Monte Carlo tree search papers with implementations.

RAD: Reinforcement Learning with Augmented Data

A curated list of awesome graph representation learning.

SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.

[IJCAI 2021] Cross-Domain Few-Shot Classification via Adversarial Task Augmentation

Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction

Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL

Pytorch implementation of Virtual Adversarial Training

Awesome Domain Adaptation Python Toolbox

Take further steps in the arms race of adversarial examples with only preprocessing.

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

🗣️ NALP is a library that covers Natural Adversarial Language Processing.

A Trading environment base on Gym

Hearthstone simulator using C++ with some reinforcement learning

[ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement

[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation

[CVPR 2019] "Handwriting Recognition in Low-resource Scripts using Adversarial Learning ”, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019.

Implementation of Papers on Adversarial Examples

PyTorch library for adversarial attack and training

AI Research Platform for Reinforcement Learning from Real Panoramic Images.

Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization (ECCV 2020)

Cheatsheet of Reinforcement Learning (Based on Sutton-Barto Book - 2nd Edition)

人工智能论文关键点集结。This project aims to collect key points of AI papers.

Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes

A Toolbox for Adversarial Robustness Research

Next RecSys Library

The code for the SRDQN algorithm to train an agent for the beer game problem

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

Domain-Adversarial Neural Network in Tensorflow

PyTorch implementation of Adversarially Learned Inference (BiGAN).

Python library for Reinforcement Learning.

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

💡 A curated list of adversarial attacks on model explanations

Spriteworld: a flexible, configurable python-based reinforcement learning environment

[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation

ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

Code of Gradually Vanishing Bridge for Adversarial Domain Adaptation (CVPR2020)

DrQ: Data regularized Q

ROS 2 enabled Machine Learning algorithms

OpenNARS for Research 3.0+

Play flappy bird with DQN, a demo for reinforcement learning, implemented using PyTorch

gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo

Code for "Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation" (CVPR 2018)

Graph-based Deep Q Network for Web Navigation

[CVPR 2018] Look at Boundary: A Boundary-Aware Face Alignment Algorithm

Generic reinforcement learning codebase in TensorFlow

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

Gym environments modified with adversarial agents

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

Samples for TensorFlow binding for .NET by Lost Tech

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

Must-read Papers on Textual Adversarial Attack and Defense

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

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

A Pytorch implementation for the ZeroSpeech 2019 challenge.

MuZero

Training neural models with structured signals.