Repository for most of the code from my YouTube channel
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Jul 24, 2023 - Python
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qlearning-algorithm
Here are 169 public repositories matching this topic...
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
reinforcement-learning algorithms deep-reinforcement-learning pytorch policy-gradient qlearning-algorithm proximal-policy-optimization dppo prioritized-experience-replay actor-critic-algorithm deep-qlearning-algorithm ddpg-pytorch td3-pytorch
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Nov 2, 2023 - Python
Implementation of Q-learning algorithm and Feedback control for the mobile robot (turtlebot3_burger) in ROS.
python linux machine-learning reinforcement-learning ros burger gazebo autonomous-driving mobile-robotics feedbackcontroller qlearning-algorithm turtlebot3 feedback-control turtlebot3-burger
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Feb 17, 2025 - Python
Code repository for my course on the fundamentals of reinforcement learning
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Apr 3, 2019 - Python
A solution for Dynamic Spectrum Management in Mission-Critical UAV Networks using Team Q learning as a Multi-Agent Reinforcement Learning Approach
spectrum reinforcement-learning ai uav drone wildfire qlearning-algorithm multiagent-reinforcement-learning marl
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Jan 30, 2021 - Python
An Autonomous Spectrum Management Scheme for Unmanned Aerial Vehicle Networks in Disaster Relief Operations using Multi Independent Agent Reinforcement Learning
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Jan 11, 2021 - Python
Use Deep Q-Learning model to optimize energy consumption of a data center
deep-neural-networks reinforcement-learning keras qlearning-algorithm cost-optimization experience-replay deepq-learning
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Oct 23, 2020 - Jupyter Notebook
Cat-and-Mouse game with Reinforcement Learning (Q-Learning).
reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-excercises qlearning-algorithm
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Jun 21, 2020 - Python
Implementation of RL in the cloud for energy minimization due to migration and excess power consumption.
java machine-learning reinforcement-learning research-project energy-consumption cluster-computing qlearning-algorithm cloudsim-simulator planetlab
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Feb 20, 2024 - HTML
Using Q-Learning Control for path planning of mobile agents in an enviroment.
reinforcement-learning path-planning artificial-intelligence temporal-differencing-learning qlearning-algorithm
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Oct 28, 2022 - Python
Indoor navigation using deep Q reinforcement learning
deep-learning numpy pandas sns data-visualization reinforcement-learning-algorithms data-analysis matplotlib keras-tensorflow qlearning-algorithm
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Aug 10, 2018 - Jupyter Notebook
An implementation of main reinforcement learning algorithms: solo-agent and ensembled versions.
reinforcement-learning qlearning openai-gym dqn cartpole reinforcement-learning-algorithms sarsa ensemble-learning taxi ddqn qlearning-algorithm frozenlake frozenlake-v0 cartpole-v0 mountaincar mountaincar-v0
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Feb 7, 2019 - Python
Deep Reinforcement Learning navigation of autonomous vehicles. Implementation of deep-Q learning, dyna-Q learning, Q-learning agents including SSMR(Skid-steering_mobile robot) Kinematics in various OpenAi gym environments
python deep-neural-networks reinforcement-learning deep-learning navigation simulation mapping openai-gym pandas q autonomous-vehicles qlearning-algorithm pathplanning gridworld-environment dynaq deepq-learning
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Oct 29, 2024 - Python
path planning using Q learning algorithm
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Oct 12, 2023 - Python
Collection of Machine Learning Algorithms
windows macos linux machine-learning deep-neural-networks qlearning neural-network machine-learning-algorithms modern-cpp mnist reinforcement-learning-algorithms sarsa tictactoe handwritten-digits multilayer-perceptron-network qlearning-algorithm cplusplus-17 multilayer-perceptron xor-problem ocr-test
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Aug 7, 2026 - C++
Mountain Car problem solving using RL - QLearning with OpenAI Gym Framework
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Mar 20, 2018 - Python
Reinforcement Learning Course Project - IIT Bombay Fall 2018
reinforcement-learning qlearning ai artificial-intelligence report course-project rl fila iitb learning-agents experimental-data qlearning-algorithm pacman-agent approximate-algorithms pacman-projects saferl iitbombay safe-reinforcement-learning akash-trehan codemaxx
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Nov 25, 2018 - Python
Taxi-v2 game using Q learning algorithm
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Oct 8, 2020 - Jupyter Notebook
It contains a python-based survival analysis model to study the lifetime of machines in a 3-unit flowline production system, The simulation environment to be used with the RL algorithm for maintenance planning, Q-learning algorithm based maintenance policy, corrective and preventive maintenance policy simulations for comparison.
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Feb 27, 2023 - Jupyter Notebook
The following project concerns the development of an intelligent agent for the famous game produced by Nintendo Super Mario Bros. More in detail: the goal of this project was to design, implement and train an agent with the Q-learning reinforcement learning algorithm.
deep-neural-networks reinforcement-learning qlearning reinforcement-learning-algorithms sarsa qlearning-algorithm reinforcement-learning-agent double-deep-q-network reinforcement-learning-environments sarsa-algorithm double-deep-q-learning double-deep-q-networks
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Dec 8, 2025 - Python
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