Browsing TKD - Institutt for informasjonsteknologi by Author "Oommen, John B."

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Adaptive learning with artificial barriers yielding Nash equilibria in general games

Oommen, John B.; Yazidi, Anis (Peer reviewed; Journal article, 2003)

Artificial barriers in Learning Automata (LA) is a powerful and yet under-explored concept although it was first pro- posed in the 1980s. Introducing artificial non-absorbing barriers makes the LA schemes resilient to ...
Adaptive learning with artificial barriers yielding Nash equilibria in general games

Oommen, John B.; Yazidi, Anis (Peer reviewed; Journal article, 2023)

Artificial barriers in Learning Automata (LA) is a powerful and yet under-explored concept although it was first proposed in the 1980s. Introducing artificial non-absorbing barriers makes the LA schemes resilient to being ...
Learning Automata with Artificial Reflecting Barriers in Games with Limited Information

Hassan, Ismail; Oommen, John B.; Yazidi, Anis (The International FLAIRS Conference Proceedings;Vol. 35 (2022): Proceedings of FLAIRS-35, Peer reviewed; Journal article, 2022-05-04)

This paper deals with the problem of solving stochastic games (which have numerous business and economic applications), using the interesting tools of Learning Automata (LA), the precursors to Reinforcement Learning (RL). ...