Command-Space Counterfactual Explanations for Pareto-Conditioned Reinforcement Learning

Joanikij Chulev, Hendrik Baier

Pareto Conditioned Networks learn multiple multi-objective reinforcement learning behaviours by conditioning a single policy on a desired return command. However, the local mapping…