mrucker Goto Github PK

abm-via-irl

cli-tools

Scripting all the things

coba

Contextual bandit benchmarking

coba_prebuilds

Publicly available prebuilt environments for coba.

code-studies

Various projects exploring different language features

data.net

A .NET library written to read, modify, and write large data sets while using minimal processing, memory, and bandwidth

dsi-values

An online movie recommendation site for Charlottesville Virginia. The implemented recommendation algorithm is a contextual bandit modification of Abbeel and Ngs "Apprenticeship Learning via Inverse Reinforcement Learning".

emt_experiments

Evaluation of the Eigen Memory Tree on Simulated CB Problems

genieclust

Genie: Fast and Robust Hierarchical Clustering with Noise Point Detection - in Python and R

igw_experiments

Simple IGW Experiments

irl

A collection of IRL implementations and experiments

irl-kernel

Convex Optimization Final Project

kpirl-kla

This repository contains two new algorithms: KPIRL and KLA. KPIRL is a non-linear extension to Abbeel and Ng's Projection IRL algorithm (detailed in "Apprenticeship Learning via Inverse Reinforcement Learning"). KLA is an approximate RL algorithm designed to be used with KPIRL in large state-action spaces without any reward shaping. The algorithms have been published in "Human Apprenticeship Learning via Kernel-based Inverse Reinforcement Learning."

mrucker.github.io

personal website

ms-thesis

All code (website, algorithms and plots) for MS Thesis

onoff_experiments

Experiments for the online and offline CappedIGW algorithm.

test

uva-archive

An archive of my projects and coursework from UVA

vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.