/MountainCar-DeepRL

Implementation of multiple Deep Reinforcement Learning algorithms in Mountain Car domain with Keras Deep Learning Library.

Primary LanguagePythonMIT LicenseMIT

Deep RL - Mountain Car Domain

Implementation of multiple Deep Reinforcement Learning algorithms in Mountain Car domain with Keras Deep Learning Library.

Double Q-Learning Algorithm

Mnih, V., Kavukcuoglu, K., Silver, D., Graves, A., Antonoglou, I., Wierstra, D., & Riedmiller, M. (2013). Playing atari with deep reinforcement learning. arXiv preprint arXiv:1312.5602.

Some notes

  • For more information about the algorithms, please check the report.
  • After training, the network parameters are stored in .json and .h5 file.

Dependencies

  1. Python3
  2. Keras
  3. Numpy