Trying to implement Agar bot with DQN
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Updated
Jan 22, 2020 - Python
Trying to implement Agar bot with DQN
A snake game Box environment for Reinforcement Learning, both CNN and Grid based environments included.
Teaching a neural network how to write letters and digits with reinforcement learning.
Demo for hyperparameter tuning with tune using an DQN example from Udacity for OpenAI gym
Deep Reinforcement Learning
An implementation of reinforcement learning using Stable Baselines 2.10, with several features and focus on reproducing results
Experiments with multiple reinforcement ML algorithms to learn how to beat Street Fighter II
Training Open AI Gym with Reinforcement Learning
Training model-free RL algorithms with and without physics gradients
A basic implementation of imitation learning using Stable Baselines 2.10
Reinforcement learning
Developed an highly customizable OpenAI gym environment and trained a stable_baselines3 PPO agent. Used the expert agent for Imitation Learning with DAgger
This is the Tic-Tac-Toe game made with Python using the PyGame library and the Gym library to implement the AI with Reinforcement Learning
一些簡單的遊戲,用來驗證強化學習中使用動作遮罩的效果及影響
Novel learned communication protocol for coordinating data distribution within collaborative robot teams
A docker environment and notebooks to experiment with Generative Adversarial Imitation Learning and Formal Methods
-Reinforcement Learning- (stablebaselines & gym)
This repository contains the Project for Machine Learning (CSC-736), done under the guidance of Dr. Siming Liu, at Missouri State University.
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