DeepRL_DQN_tensorflow

A repository of Q-learning based Deep Reinforcement learning algorithms, including Linear DQN, DQN with experience reply, Dueling DQN and Double Dueling DQN. Tested on Tensorflow + Gym.

Implemented algorithms:

1. Linear Q network without experience replay
2. Linear Q network with experience replay
3. Deep D-network (DQN) with experience replay and target network
4. Dueling DQN with experience replay
5. Double Dueling DQN with conv layers, specially tweaked for playing Space_Invaders_v0