model-based-RL

A job shop scheduling problem using model-based reinforcement learning and using Neural Logic Rule Layer.

MBRL approach- Model-Based Deep Q Network

Requirements

• numpy
• pandas
• pyTorch
• Tensorboard
• Optuna

The NLRL layer is used to design the model of the environment. For details on NLRL layer, please go through the following paper. Neural Logic Rule Layers: https://arxiv.org/abs/1907.00878