755 Open source projects that are alternatives of or similar to proto

DrQ: Data regularized Q

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

An elegant PyTorch deep reinforcement learning library.

JAX implementations of core Deep RL algorithms

Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient - 7th ICML AutoML workshop 2020

Provide full reinforcement learning benchmark on mujoco environments, including ddpg, sac, td3, pg, a2c, ppo, library

JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Unsupervised Feature Learning via Non-parametric Instance Discrimination

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

Unsupervised Representation Learning for Singing Voice Separation

A comprehensive list of awesome contrastive self-supervised learning papers.

Ladder Variational Autoencoders (LVAE) in PyTorch

A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

Implementation of VLAE

Python implementation of bag-of-concepts

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

Contrastive Predictive Coding for Automatic Speaker Verification

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

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)

PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)

A collection of pre-trained RL agents using Stable Baselines3, training and hyperparameter optimization included.

PyTorch Implementation of REINFORCE for both discrete & continuous control

Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"

PyTorch implementation of Soft Actor-Critic (SAC)

Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)

VAE with RealNVP prior and Super-Resolution VAE in PyTorch. Code release for https://arxiv.org/abs/2006.05218.

Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]

Experiments for understanding disentanglement in VAE latent representations

Keras implementation of Representation Learning with Contrastive Predictive Coding

SCAN: Learning to Classify Images without Labels (ECCV 2020), incl. SimCLR.

PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL

Autoregressive Predictive Coding: An unsupervised autoregressive model for speech representation learning

Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds (CVPR 2020)

PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

📜 Self-Supervised Learning from Images: Up-to-date reading list.

Python library for Reinforcement Learning.

PyTorch code for NeurIPSW 2020 paper (4th Workshop on Meta-Learning) "Few-Shot Unsupervised Continual Learning through Meta-Examples"

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

MuZero

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

A Trading environment base on Gym

AI research environment for the Atari 2600 games 🤖.

An implementation of "Community Preserving Network Embedding" (AAAI 2017)

Simplified version of "State Representation Learning for Control: An Overview" bibliography

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

Vector Quantized Autoregressive Predictive Coding (VQ-APC)

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

Official adversarial mixup resynthesis repository

Awesome Graph Self-Supervised Learning

Run OpenAI Gym on a Server

Unsupervised Learning for Optical Flow Estimation Using Pyramid Convolution LSTM.

The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".

Quadcopter Simulation and Control. Dynamics generated with PyDy.

ML algorithm for real-time classification

Implementation of Information Dropout