强化学习算法库，包含了目前主流的强化学习算法(Value based and Policy based)的代码，代码都经过调试并可以运行

• UpdatedNov 2, 2023
• Python

🕹️ Flappy Bird hack using Deep Reinforcement Learning with Double Q-learning

• UpdatedOct 9, 2021
• Python

Training a vision-based agent with the Deep Q Learning Network (DQN) in Atari's Breakout environment, implementation in Tensorflow.

• UpdatedDec 12, 2018
• Python

reinforcement learning DQN method to solve OpenAi Gym "LunarLander-v2" by usnig a Deep Neuralnetwork

• UpdatedFeb 22, 2025
• Jupyter Notebook

Self Diving Car Game using Pytorch and Kivy framework in Python

• UpdatedMar 1, 2019
• Python

Solving MsPacman game using Deep Q-learning algorithm

• UpdatedMar 22, 2018
• Jupyter Notebook

Deep Learning Project on Task Scheduling

• UpdatedApr 12, 2023
• Jupyter Notebook

Tensorflow - Keras /PyTorch Implementation ⚡️ of State-of-the-art DeepQN for RL Gym benchmarks 👨‍💻

• UpdatedJul 26, 2020
• Jupyter Notebook

Tensorflow based DQN and PyTorch based DDQN Agent for 'MountainCar-v0' openai-gym environment.

• UpdatedMar 30, 2022
• Python

Path finding of a doubly Q network with using social choice theory and improved classical Q learning algorithm . uses Tensorflow and pygame

• UpdatedMay 7, 2020
• Python

UNIVERSITY OF ROEHAMPTON LONDON

• UpdatedJun 21, 2025
• Jupyter Notebook

A Self Driving Car with Reinforcement Learning

• UpdatedMay 25, 2018
• Python

🐍 The Project is based on Reinforcement Learning which trains the snake to eat the food present in the environment.

• UpdatedFeb 26, 2022
• Jupyter Notebook

Deep Reinforcement Learning DQN implementation using Burn API written in Rust (ongoing)

• UpdatedJan 15, 2025
• Rust

Implementation of Deep Q Learning algorithms in pytorch

• UpdatedMar 2, 2021
• Python

This repository contains projects completed as a part of the coursework for Introduction to Machine Learning (Fall 2019) taught by Prof. Sargur N. Srihari at the University at Buffalo.

• UpdatedAug 11, 2020
• Jupyter Notebook

Reinforcement Learning Project using Deep Q Network

• UpdatedMar 24, 2023
• Python

🎮 Q-Learning and Deep Q-Learning agents on FrozenLake and Atari Pong using Gymnasium and PyTorch.

• UpdatedMay 7, 2025
• Jupyter Notebook

In this project, I used Deep Reinforcement Learning to combine artificial neural networks with reinforcement learning.

• UpdatedDec 23, 2020
• Jupyter Notebook

Container for all the course materials, assignments, projects and relevant stuff.

• UpdatedMay 15, 2025