Automatic Construction of Temporally Extended Actions for MDPs Using Bisimulation Metrics

By Pablo Samuel Castro, Doina Precup. 2011

29 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Computational Theory and Mathematics

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Michael L. Littman
2. David Abel
3. Dilip Arumugam
4. Khimya Khetarpal
5. Doina Precup
6. Sergey Levine
7. Lihong Li
8. Nathan Umbanhowar

In Computational Theory and Mathematics

1. Michael L. Littman
2. David Abel
3. Dilip Arumugam
4. Khimya Khetarpal
5. Doina Precup
6. Lihong Li
7. Pablo Samuel Castro
8. Csaba Szepesvari

Citations in the corpus

• Value Preserving State-Action Abstractions (2020, background): “Many subsequent works have explored bisimulation for abstraction, including defining metrics for finite (Ferns et al., 2004; Castro and Precup, 2011; Castro, 2019) and infinite MDPs (Ferns et al., 2006; Taylor et al., 2008).”