fredamouzgar Goto Github PK

bigdata

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features

comp8220_ml

comp8220_ml_2021s1

ddpg_pytorch

deeprl-grounding

Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)

deeprlintro

dotfiles

bash, zsh, git, tmux, personal toolbox

dqn_pytorch

fillpdf

A python library to make filling pdfs much easier

fredamouzgar.github.io

gitignore

A collection of useful .gitignore templates

imagecaptioningexperiments

imitationlearning

This repository examines some of the Imitation Learning algorithms.

koppel11

Reimplementation of the authorship attribution approach described in "Moshe Koppel, Jonathan Schler, and Shlomo Argamon. Authorship attribution in the wild. Language Resources and Evaluation, 45:8394, 2011" as part of the ECIR 2016 reproducibility study "Who Wrote the Web?"

learning-from-data-solutions

Repository of my solutions to the problems of "Learning from Data"

lunarlander_pytorch

mazeexplorer

Customisable 3D environment for assessing generalisation in Reinforcement Learning.

ml-agents

Unity Machine Learning Agents Toolkit

multi_armed_bandit

A D3.js implementation of the multi-armed bandit problem

multiagent_ddpg_pytorch_tennis

navdoom

Maze navigation scenarios for VizDoom

openaigymexperiments

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

python_exercise

pytorch-exercise

Practical Exercise Codes for PyTorch

pytorch_exercises

racetrack

An environment for tabular Reinforcement Learning agents.

rl-sutton

simple_rl

A simple framework for experimenting with Reinforcement Learning in Python.