Matteo Pirotta

Multi-objective Reinforcement Learning through Continuous Pareto Manifold Approximation

2016 · Journal of Artificial Intelligence Research

Many real-world control applications, from economics to robotics, are characterized by the presence of multiple conflicting objectives. In these problems, the standard concept of optimality is replaced by Pareto-optimality and the goal is to find …