/Reinforcement-Learning

This contains a lot of concepts and implementations of algorithms in RL.

Primary LanguageJupyter Notebook

RL_Atari

This repo contains various algos/architectures tried on Atari Games.

  • DQN.ipynb contains the implementation of the Deep Q Network in Tensorflow-Keras.

  • DDQN.ipynb contains the implementation for the Deep Double Q Network in Tensorflow-Keras.

  • DDDQN.ipynb contains the implementation for the Duelling Deep Double Q Network in Tensorflow-Keras