Agent Learning Framework https://alf.readthedocs.io

An educational resource to help anyone learn deep reinforcement learning.

Implementation of PPO Lagrangian in PyTorch

Simple implementation for Constrained Policy Optimization in Pytorch

PyTorch implementation of Constrained Policy Optimization

Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.

https://github.com/kmichali/GS_comm_line

A fast and differentiable model predictive control (MPC) solver for PyTorch.

Patient data simulator following the structure of an open-ai gym.

A Type-1 Diabetes simulator implemented in Python for Reinforcement Learning purpose

Reinforcement Learning with Model Predictive Control

A PyTorch implementation of MPC as a Function Approximator

The repository is for safe reinforcement learning baselines.

Official code for the paper "Membership Inference Attacks Against Recommender Systems" (ACM CCS 2021)

[IEEE S&P 22] "LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis" by Fan Wu, Yunhui Long, Ce Zhang, Bo Li

Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow

Popular ECG QRS detectors written in python

Techniques for deep learning with satellite & aerial imagery

Simulation of CDMA communication systems (coursework project written in C++).

one competition held by d2l course

Lecture notes for communications and signal processing. © Imperial College London

Reed-Solomon over GF(2^m) implementation in MATLAB 2011a

ACT coursework