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    11 repositories

    • 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•2•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
      dockerreinforcement-learningmongodbdeep-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 fo…
      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•3•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•0•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
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