andreimuntean/Deep-Q-Learning

Stars
6
Rank 2,539,965 (Top 51 %)
Language
Python
Created about 8 years ago
Updated over 7 years ago

andreimuntean/Deep-Q-Learning

andreimuntean

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Deep reinforcement learning using a deep Q-network with a dueling architecture.

A3C

Deep reinforcement learning using an asynchronous advantage actor-critic (A3C) model.

Dlib-vs-OpenCV

Compares face recognition performance of dlib and OpenCV.

Jupyter Notebook

Graph

Object-oriented graph theory. This is just an experiment.

ImageToText

Converts an image to text art.

MyoGestureToSpeech

Converts arm gestures into speech. Helps mute people express themselves more easily.

NPCDialogueSystem

A dialogue system meant for complex role-playing games.

AyylmaoPrimes

Generates all prime numbers below or equal to a certain value. This program is terrible.

DarkEnergy

Windows Phone 2D Turn-Based RPG

AnImpossibleBet

Inspired by the YouTube video "An Impossible Bet" by Minute Physics (https://www.youtube.com/watch?v=eivGlBKlK6M)

Logbook

An online logbook.

SternBrocotNumbers

Returns the nth value from the Stern-Brocot sequence.

LogisticRegression

Predicts whether some data belongs to one class or another.

LinearRegression

Finds relationships between dependent and independent variables.

ML

PetcuSpeech

Translates the text from a specified path into PetcuSpeech.

NumberGame

A puzzle game made in Unity that is centered around the parity and primality of numbers. Features gameplay similar to that of 2048.

FareySequence

Computes the kth element of the Farey sequence of order n.

ReverseBits

Reverses the bits of 64-bit integers.

Quicksort

The fastest implementation of Quicksort that I know of.

InstantMessagingClient

Allows users to connect to a specified server and chat.

RandomNumbersGenerator

Generates lists of random numbers. Useful for testing purposes.

WordsToNumbers

Inspired by the whole "ATTITUDE = A + T + T + I + T + U + D + E = 1 + 20 + 20 + 9 + 20 + 21 + 4 + 5 = 100%" nonsense.

iTEC-2014

Application Development

ImageDownloader

Downloads all the images from a web page.

Browser

A primitive web browser.

LongestCommonSubsequence

Gets the length of the longest common subsequence of two sequences. Uses dynamic programming.

FibonacciModulo666013

Computes the nth (up to a billion) Fibonacci number modulo 666013.

AutoComment

Because saying "thank you" to hundreds of people on your birthday is tedious.

KMeansClustering

Partitions a data space into Voronoi cells using the k-means clustering algorithm.

iiii

Why say "iiiiiiii" when you're excited when you could simply say "1"?

Simple-Neural-Q-Learning

Learns the FrozenLake OpenAI environment with a simple neural network implemented in TensorFlow.

LookAndSay

Generates Look-and-Say sequences. http://bit.ly/1ubpdbj

NeuralNetwork

Makes predictions based on previously seen data.

Freebee

NarcissisticNumbers

AmicableNumbers

TravelingSalesman

Calculates the shortest path that visits each node in a graph exactly once and returns to the origin node.

Fibonacci

Computes the nth Fibonacci number whilst illustrating the effectiveness of dynamic programming.

A2D2

Allows computers to speak to each other without being connected. The GetFrequency method needs more work.

Invsort

Sorts an array of numbers by using a single operation: inversion (std::reverse). Solves the "Invsort" problem from InfoArena (http://www.infoarena.ro/problema/invsort).

FileDownloader

Downloads all files with a specified extension from a web page.

Combinatorics

Computes arrangements, combinations and permutations with double-precision floating-point parameters. Incorporates the gamma function.