Mohammad Elsersy's repositories

Reinforcement-Learning-Algorithms

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

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CE-methods-on-gym-environments

I used Cross Entropy methods as an alternative to reinforcement learning methods to search policy space for the optimal policy where there is no assumption about the structure of the problem for both continuous and discrete space tasks in OpenAI gym.

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Atari-DQN

The code for the famous DQN paper applied on Atari's Breakout.

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Shape-Switcher-Clone

This repository contains 5 levels of the game "Shape Switcher". I used python, OpenGL, and Pygame to made it.

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Compiler-Project

In this project, I implemented lexical analysis and predivtive parsing for my simple assembly like language. The repositoy contains a sample code for my toy language, and the source code.

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deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

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Deep-RL-Bootcamp

The solutions of Berkeley's deep RL bootcamp.

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Linux-shell

In this project I implemented a linux shell using C language similar to the terminal. It has almost all the features that the real shell has.

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Path-Planning

Path planning for our kidnapped robot

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personal-website

Code that'll help you kickstart a personal website that showcases your work as a software developer.

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RL-in-a-Nutshell

Summaries of Reinforcement Learning papers.

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Stanford-Machine-Learning

This repository conatins all the lectures files and all the exercises and its solutions. In the solutions I implemented the algorithms coverd by the course.

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