Skip to Main content Skip to Navigation
Conference papers

On the Design and Training of Bots to Play Backgammon Variants

Abstract : Recently, a backgammon bot named Palamedes won the first prize in backgammon at the 16th Computer Olympiad. Palamedes is an ongoing work aimed at developing intelligent bots to play a variety of popular backgammon variants. Currently, the Greek variants Portes, Plakoto and Fevga are supported. A different neural network has been designed, trained and evaluated for each one of these variants. This paper presents the details of the architecture and the training procedure for each case. New expert features as inputs to the networks are also introduced, whereas experimental results demonstrate improvement over previous versions of Palamedes.
Document type :
Conference papers
Complete list of metadata

Cited literature [11 references]  Display  Hide  Download
Contributor : Hal Ifip <>
Submitted on : Thursday, May 11, 2017 - 5:10:17 PM
Last modification on : Tuesday, January 5, 2021 - 5:20:01 PM
Long-term archiving on: : Saturday, August 12, 2017 - 1:52:48 PM


Files produced by the author(s)


Distributed under a Creative Commons Attribution 4.0 International License



Nikolaos Papahristou, Ioannis Refanidis. On the Design and Training of Bots to Play Backgammon Variants. 8th International Conference on Artificial Intelligence Applications and Innovations (AIAI), Sep 2012, Halkidiki, Greece. pp.78-87, ⟨10.1007/978-3-642-33409-2_9⟩. ⟨hal-01521393⟩



Record views


Files downloads