Agent

As of September 18, 2019.

Overview

Agents are implemented by wrapping Keras-RL API. Each file in this directory is a different type of reinforcement learning algo.

DQN Architecture

Dueling architecture
Double Q-learning
Experience replay

Neural Networks

CNN

3x convolutional layers
1x dense mlp

MLP

2x Dense mlp