A snake game Box environment for Reinforcement Learning, both CNN and Grid based environments included.
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Updated
Jun 26, 2022 - Python
A snake game Box environment for Reinforcement Learning, both CNN and Grid based environments included.
A few things I learned while learning about machine learning.
Playing Super Mario Bros using PPO
Work for CDC2020
Training Open AI Gym with Reinforcement Learning
Training model-free RL algorithms with and without physics gradients
Solving the Atari Breakout environment using Stable Baselines
A Facile guide for Deep Reinforcement Learning.
A bot to play Tic-tac-toe using deep reinforcement learning. Additional RL agents and n-step lookahead agent.
This repository contains the Project for Machine Learning (CSC-736), done under the guidance of Dr. Siming Liu, at Missouri State University.
Experiments to try and get the solo 8 up and running
My final work for my degree in computer science
A docker environment and notebooks to experiment with the extraction of moore machines from RNN RL policies
Reinforcement learning
Snake game environment integrated with OpenAI Gym. Proximal Policy Optimization (PPO) implementation for training. Visualization of training progress and agent performance. Easy to understand code.
Trying to implement Agar bot with DQN
Deep Reinforcement Learning
-Reinforcement Learning- (stablebaselines & gym)
An implementation of reinforcement learning using Stable Baselines 2.10, with several features and focus on reproducing results
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