arxivcs.LGcs.MA2026-07-22
Autonomous Collaborative Learning Among an Ensemble of Tsetlin Machines with Consensus-Based Inference
Yehuda Rudin, Osnat Keren, Michal Yemini, Alexander Fish
Tsetlin Machine (TM) is a rule-based machine-learning algorithm comprising collectives of two-action Tsetlin Automata (TAs) that cooperatively form conjunctive logical clauses from Boolean inputs through stochastic feedback. Although few recent studies have examined TM Federated…