Stochastic and deterministic processes in Asymmetric Tsetlin Machine

Stochastic and deterministic processes in Asymmetric Tsetlin Machine

This paper introduces a new approach to enhance the decision-making capabilities of the Tsetlin Machine (TM) through the Stochastic Point Location (SPL) algorithm and the Asymmetric Steps technique. We incorporate stochasticity and asymmetry into the TM's process, along with a decaying normal d...

Full description

Saved in:
Bibliographic Details
Main Authors: Negar Elmisadr, Mohamed-Bachir Belaid, Anis Yazidi
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Artificial Intelligence
Subjects:
Tsetlin Machine (TM)
Stochastic Point Location (SPL) algorithm
decaying normal distribution function
probabilistic and deterministic behavior
Asymmetric Tsetlin (AT) Machine
Asymmetric Probabilistic Tsetlin (APT) Machine
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2025.1377944/full
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://www.frontiersin.org/articles/10.3389/frai.2025.1377944/full

Similar Items