A Cantor-Kantorovich Metric Between Markov Decision Processes with Application to Transfer Learning

Adrien Banse, Venkatraman Renganathan, Raphaël M. Jungers

We extend the notion of Cantor-Kantorovich distance between Markov chains introduced by (Banse et al., 2023) in the context of Markov Decision Processes (MDPs). The proposed metric…