/Pareto-Deep-Q-Networks

Implementation of Pareto Deep Q Networks in a multi-objective Gym Reinforcement Learning Environment

Primary LanguagePython

This repository is an implementation of Pareto DQN from the paper Pareto-DQN:Approximating the Pareto frontin complex multi-objective decision problems by Mathieu Reymond and Ann Nowé using PyTorch and a multi objective gym Reinforcement Learning environment.