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Reinforcement-Learning-F22

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  1. Dynamic-Routing-for-Navigation-in-Changing-Unknown-Maps 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, …

    Python 13 1

  2. AI-Agent-Assistant AI-Agent-Assistant Public

    đź’ˇ| Assistant Telegram bot using Deep Reinforcement Learning and Neural Networks

    Python 8 2

  3. RobotNavigation 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

  4. RL-trading-agent RL-trading-agent Public

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

    Jupyter Notebook 2 1

  5. HyParamOptRL HyParamOptRL Public

    Optimization hyperparameters of models using reinforcement learning

    Jupyter Notebook 2

  6. Drone-landing Drone-landing Public

    Autonomous Drone Landing using Deep Reinforcement Learning Techniques

    Python 1

Repositories

Showing 10 of 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.

    Reinforcement-Learning-F22/DoublePendulum’s past year of commit activity
    Python 1 0 0 0 Updated Nov 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.

    Reinforcement-Learning-F22/Traffic-Signal-Control-using-Deep-Q-Learning’s past year of commit activity
    Python 1 1 0 0 Updated Apr 9, 2023
  • AI-Agent-Assistant Public

    đź’ˇ| Assistant Telegram bot using Deep Reinforcement Learning and Neural Networks

    Reinforcement-Learning-F22/AI-Agent-Assistant’s past year of commit activity
    Python 8 2 1 0 Updated Dec 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.

    Reinforcement-Learning-F22/Dynamic-Routing-for-Navigation-in-Changing-Unknown-Maps’s past year of commit activity
    Python 13 1 0 0 Updated Nov 21, 2022
  • Reinforcement-Learning-F22/Offloading_Optimization_in_Edge_Environment’s past year of commit activity
    Jupyter Notebook 0 1 0 0 Updated Nov 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.

    Reinforcement-Learning-F22/RobotNavigation’s past year of commit activity
    Jupyter Notebook 2 2 0 0 Updated Nov 21, 2022
  • HyParamOptRL Public

    Optimization hyperparameters of models using reinforcement learning

    Reinforcement-Learning-F22/HyParamOptRL’s past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated Nov 20, 2022
  • Reinforcement-Learning-F22/Operational-time-scheduling-for-smart-home-appliances’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Nov 20, 2022
  • Single-Agent-Renforcement-Learning-resource-finding Public

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

    Reinforcement-Learning-F22/Single-Agent-Renforcement-Learning-resource-finding’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Nov 20, 2022
  • Drone-landing Public

    Autonomous Drone Landing using Deep Reinforcement Learning Techniques

    Reinforcement-Learning-F22/Drone-landing’s past year of commit activity
    Python 1 0 0 0 Updated Nov 20, 2022

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