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atk_def_gan

awesome-rlhf

A curated list of reinforcement learning with human feedback resources (continually updated)

batch_rl

Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games

bayesiandefense

Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network

cql

Code for conservative Q-learning

cvpr_2019_pni

pytorch implementation of Parametric Noise Injection for adversarial defense

d4rl

A benchmark for offline reinforcement learning.

imix

ICLR 2021 i-Mix: A Domain-Agnostic Strategy for Contrastive Representation Learning

mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.

parsimonious-blackbox-attack

Parsimonious Black-box Adversarial Attacks via Efficient Combinatorial Optimization (ICML 2019)

pix2pix-flow

Image-to-image translation with flow-based generative model

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

rvs

Reinforcement Learning via Supervised Learning

tutorial