Repositories list

• DoublePendulum

  Public
  This is about make a RL agent to do the control of double pendulum and achieve the swing up and balancing problem.

  Python

  •0•1•0•0•Updated Nov 5, 2023Nov 5, 2023

• Traffic-Signal-Control-using-Deep-Q-Learning

  Public
  This repository shows a traffic flow optimization by controlling the traffic light signal at the intersection using deep Q-learning with experience replay.

  Python

  •1•1•0•0•Updated Apr 9, 2023Apr 9, 2023

• AI-Agent-Assistant

  Public
  💡| Assistant Telegram bot using Deep Reinforcement Learning and Neural Networks

  dockerreinforcement-learningmongodb+ 5deep-learningtelegram-botdocker-composeneural-networksaiogram

  Python

  •2•7•1•0•Updated Dec 5, 2022Dec 5, 2022

• Dynamic-Routing-for-Navigation-in-Changing-Unknown-Maps

  Public
  Using Reinforcement Learning (RL) algorithms to plan a global route for mobile robot navigation problems. Q-learning, Sarsa, and Double Q-learning algorithms for the environment with cliff, mouse, and cheese are compared.

  Python

  •1•13•0•0•Updated Nov 21, 2022Nov 21, 2022

• Offloading_Optimization_in_Edge_Environment

  Public
  Jupyter Notebook

  •1•0•0•0•Updated Nov 21, 2022Nov 21, 2022

• RobotNavigation

  Public
  This RL project aims to make robot navigate from start to an end goal. Two cases for continuous and discrete action spaces are implemented.

  Jupyter Notebook

  •2•2•0•0•Updated Nov 21, 2022Nov 21, 2022

• HyParamOptRL

  Public
  Optimization hyperparameters of models using reinforcement learning

  Jupyter Notebook

  •0•2•0•0•Updated Nov 20, 2022Nov 20, 2022

• Operational-time-scheduling-for-smart-home-appliances

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Nov 20, 2022Nov 20, 2022

• Single-Agent-Renforcement-Learning-resource-finding

  Public
  Single Agent Renforcement Learning resource finding in grid world representation using Oil field example

  Jupyter Notebook

  •0•0•0•0•Updated Nov 20, 2022Nov 20, 2022

• Drone-landing

  Public
  Autonomous Drone Landing using Deep Reinforcement Learning Techniques

  Python

  •0•1•0•0•Updated Nov 20, 2022Nov 20, 2022

• RL-trading-agent

  Public
  A course project for "Reinforcement Learning and Intelligent Agents". Akhmetzhanov Ravil & Otobong Jerome

  Jupyter Notebook

  •1•2•0•0•Updated Nov 20, 2022Nov 20, 2022