Research groups
Areas of responsibility
Prof. Ole-Christoffer Granmo is the Founding Director of the Centre for Artificial Intelligence Research (CAIR) at the University of Agder, Norway. His passion for artificial intelligence was lit at the age of ten when he got his first computer and discovered programming. Fascinated by the idea of superintelligence, he obtained his master’s degree in 1999 and his PhD degree in 2004, both from the University of Oslo, Norway. In 2018, he created the Tsetlin machine, for which he was awarded the AI research paper of the decade by the Norwegian Artificial Intelligence Consortium (NORA) in 2022. Dr. Granmo has authored 180+ refereed papers with eight paper awards in machine learning, encompassing learning automata, bandit algorithms, Tsetlin machines, Bayesian reasoning, reinforcement learning, and computational linguistics. He has further coordinated 7+ research projects and graduated 55+ master- and nine PhD students. Dr. Granmo is also a co-founder of NORA. Apart from his academic endeavors, he co-founded Anzyz Technologies AS and Tsense Intelligent Healthcare AS, and is an advisor at Literal Labs.
Research
The Tsetlin machine research team works on the algorithms, theory, and hardware/software platforms of Tsetlin machines. Our focus is on logical and causal world modeling across multiple modalities, such as images, sound, and natural language. This focus involves logical auto-encoding, convolution, regression, transformer, and reinforcement learning. Our overarching aim is to create ultra-low-power artificial general intelligence solely through transparent logical learning and reasoning.