gandalfvn

ai-society.github.io

AI Society Homepage

Awesome-Swift-Playgrounds

A List of Awesome Swift Playgrounds!

codebook

Reference material for ACM-ICPC

dippl

The Design and Implementation of Probabilistic Programming Languages

drivingIRL

fastText

Library for fast text representation and classification.

FlapPyBird

A Flappy Bird Clone using python-pygame

General-Value-Functions

First implementation of on-policy general value functions using TD(lambda) and an off-policy general value function using GTD(lambda)

IntraOption-Learning

Intra Option Learning, SMDP Framework

irl_rocks

Cool Inverse Reinforcement Learning Papers

lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay

linear-rl

Linear Reinforcement Learning with Options (Source code for Ph.D. thesis).

mlss2016

talk materials from MLSS2016, Arequipa Peru, Aug 8-9

multi-process-UNREAL

Multi-processing implementation of "Reinforcement Learning with Unsupervised Auxiliary Tasks"(UNREAL) with tensorflow

notes-on-dirichlet-processes

:game_die: IPython notebooks explaining Dirichlet Processes, HDPs, and Latent Dirichlet Allocation

pedagogical_irl

quals

Reading lists and notes for my qualifying exam

RecommenderSystems_PyData_2016

RecurrentHighwayNetworks

Recurrent Highway Networks - Author implementation for Tensorflow and Torch

research

comma.ai for the people to experiment with

Robot-Module-3--Horde

This is an implementation of a Horde of general-value functions that can make predictions from an online data source. The data is generated using Dynamixel servos. There are also implementations of online error measures (RUPEE and UDE).

scikit-kge

Python library to compute knowledge graph embeddings

Simple-DQN

structural-sparsity

Structure learning for sparse graphs with latent variables

Swift-AI

A machine learning library in Swift.

tensorflow-value-iteration-networks

TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper

TrackDrive

Track driving simulator in MATLAB.

unreal

Reinforcement learning with unsupervised auxiliary tasks

VIN

Value Iteration Networks

vrpn

Virtual Reality Peripheral Network - Official GitHub Repository