This repository contains information relating to experiments on algorithm performance in the OpenAI gym LunarLander-v2 environment. The experiments test and record the performance of various differentiations for deep reinforcement learning algorithms.
The Solved folder includes my writeup and information regarding an algorithm solving OpenAI's LunarLander-v2 enviornment. The Figure section contains graphs of performance metrics for algorithms with variations in performance and structure. I wrote a complete guide for how to install the LunarLander and LunarLanderContinuous enviornments. I also wrote a more general guide on reinforcement learning. I also posted a video of the optimized algorithm for the lunar lander.
Lunar Lander Simulation
Lunar Lander Simulation Data
Scholarly articles I've written on Deep Reinforcement Learning technology.