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georkara / Chargym-Charging-Station

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Chargym simulates the operation of an electric vehicle charging station (EVCS) considering random EV arrivals and departures within a day. This is a generalised environment for charging/discharging EVs under various disturbances (weather conditions, pricing models, stochastic arrival-departure EV times and stochastic Battery State of Charge (BOC…

reinforcement-learning electric-vehicles ddpg-algorithm charging-station openai-gym-environment charging-stations reinforcement-learning-environments intelligent-control ppo-algo rule-based-controller
  • Updated Feb 14, 2023
  • Python

dfoshidero / RLModels_DOOM-CP

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Collection of Reinforcement Learning models for training in the VizDoom and CartPole environments. Developed by Group 2 for the University of Bath's CM50270 module, exploring advanced strategies for models navigating complex situations.

machine-learning reinforcement-learning model machine-learning-algorithms dqn reinforcement-learning-algorithms ppo reinforcement-learning-agent reinforcement-learning-environments dqn-pytorch ppo-pytorch ppo-algo
  • Updated May 9, 2024
  • Jupyter Notebook

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