ashishgaurav13

cl_rl_experiments

Continual reinforcement learning experiments in Pytorch

cl_safer_classifiers

Code to accompany SafeAI-20 paper "Simple Continual Learning Strategies for Safer Classifiers"

dockerfiles

Public docker files

rl.code

rl implementations

stability-biases

Code for Master's Thesis

wm2

functional wise-move

adv-bnn

algos

machine learning algorithms

capsulenets

trying capsulenets on fashion mnist, borrowed from https://github.com/XifengGuo/CapsNet-Keras

car_racing

Solution for CarRacing-v0

CausalDiscovery

causal discovery in pyro

cite-with-js

LaTeX like citations in HTML with JS

CS886

Causal Inference in Machine Learning

football

Check out the new game server:

gcastle

trustworthy AI related projects

GridDriving

GridDriving: driving simulator based off CarRacing-v0

gym

A toolkit for developing and comparing reinforcement learning algorithms.

ICL

Official Code for ICLR 2023 paper "Learning Soft Constraints from Constrained Expert Demonstrations"

keras-rl

Deep Reinforcement Learning for Keras.

Learning-Pyro

mcts-tic-tac-toe

Monte Carlo Tree Search for tic tac toe

minerl-baselines

A collection of baselines for the MineRL environment/datasets & the NeurIPS 2019 MineRL competition

pixel-cnn

Code for the paper "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

pixelcnn

Pytorch Implementation of OpenAI's PixelCNN++

pong-dqn

PPO_Lagrangian_PyTorch

Implementation of PPO Lagrangian in PyTorch

python-genbadge

A library to generate badges for typical checks (flake8, pytest, coverage, etc.)

snake-dqn-minimal

minimal dqn on snake using tfjs

tensorboard-aggregator

Aggregate multiple tensorboard runs to new summary or csv files

torch_rl

RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code