Portable Option Discovery for Automated Learning Transfer in Object-Oriented Markov Decision Processes
By Nicholay Topin, Nicholas Haltmeyer, Shawn Squire, John Winder, Marie desJardins, James MacGlashan. 2015
34 citations recorded by the source corpus.
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
- Khimya Khetarpal
- David Abel
- Dilip Arumugam
- Doina Precup
- Michael L. Littman
- Sergey Levine
- Ofir Nachum
- J. Urgen Schmidhuber
Citations in the corpus
- Value Preserving State-Action Abstractions (2020, background): “Options are known to aid in transfer (Konidaris and Barto, 2007, 2009; Brunskill and Li, 2014; Topin et al., 2015), encourage better exploration (Şimşek and Barto, 2004, 2009; Brunskill and Li, 2014; Bacon et al., 2017; Fruit and Lazaric, 2017; Machado et al., 2017; Tiwari and Thomas, 2019;…”