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 82 public repositories matching this topic...
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
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
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
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
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
path planning using Q learning algorithm
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Oct 12, 2023 - Python
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
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
Solving MountainCar-v0 environment in Keras with Deep Q Learning an Deep Reinforcement Learning algorithm
machine-learning reinforcement-learning qlearning dqn reinforcement-learning-algorithms qlearning-algorithm mountaincar-v0 deepq-learning dqn-tensorflow dqn-tf
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Oct 2, 2020 - Python
[2019 project] Using deep reinforcement learning to train AIs to play TRON
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Dec 21, 2020 - Python
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 11, 2023 - Python
Simulation of the classic game Bomberman using Q-Learning algorithm
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Jun 27, 2018 - Python
Q-Learning and Deep Q-Learning Demo
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Oct 16, 2020 - Python
Using pygame to create a 2d pong game, then using gym and tensorflow to read the pixels on the screen using a CNN and then model the actions with a Qlearning RNN to beat the ai opponent
python tensorflow gym pygame-application nueral-networks tensorflow-examples qlearning-algorithm step-by-step
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Jun 16, 2017 - Python
Implementation of Deep Q-Learning to Learn how to play a simple game written in python.
python deep-neural-networks theano reinforcement-learning tensorflow keras convolutional-neural-networks pygame-application qlearning-algorithm
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Jul 3, 2017 - Python
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