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pinaappleg's Projects

abagail icon abagail

The library contains a number of interconnected Java packages that implement machine learning and artificial intelligence algorithms. These are artificial intelligence algorithms implemented for the kind of people that like to implement algorithms themselves.

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

bandits icon bandits

Python library for Multi-Armed Bandits

burlap icon burlap

Repository for the ongoing development of the Brown-UMBC Reinforcement Learning And Planning (BURLAP) java library

coach icon coach

Reinforcement Learning Coach by Intel® Nervana™ enables easy experimentation with state of the art Reinforcement Learning algorithms

ddqn icon ddqn

Deep Double Q-Learning implementation introduced by Hasselt et al in this paper: https://arxiv.org/abs/1509.06461. It's interfacing with openAI Gym. WIP.

fitml icon fitml

A collection of python Machine Learning articles and examples. You will find code related to Reinforcement Learning, Q Learning, MDP, Bellman, OpenAI solutions and others

lunar-lander icon lunar-lander

C port of the original "Lunar Lander" video game, which is written in BASIC.

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