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Ole-Christoffer Granmo
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Energy-frugal and Interpretable AI Hardware Design using Learning Automata


May 19, 2023
Rishad Shafik, Tousif Rahman, Adrian Wheeldon, Ole-Christoffer Granmo, Alex Yakovlev

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Verifying Properties of Tsetlin Machines


Mar 25, 2023
Emilia Przybysz, Bimal Bhattarai, Cosimo Persia, Ana Ozaki, Ole-Christoffer Granmo, Jivitesh Sharma

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* 12 pages 
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Interpretable Tsetlin Machine-based Premature Ventricular Contraction Identification


Jan 20, 2023
Jinbao Zhang, Xuan Zhang, Lei Jiao, Ole-Christoffer Granmo, Yongjun Qian, Fan Pan

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Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size


Jan 19, 2023
K. Darshana Abeyrathna, Ahmed Abdulrahem Othman Abouzeid, Bimal Bhattarai, Charul Giri, Sondre Glimsdal, Ole-Christoffer Granmo, Lei Jiao, Rupsa Saha, Jivitesh Sharma, Svein Anders Tunheim, Xuan Zhang

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* 17 pages, 4 figures 
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Tsetlin Machine Embedding: Representing Words Using Logical Expressions


Jan 02, 2023
Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao, Rohan Yadav, Jivitesh Sharma

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* 9 pages, 7 figures 
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On the Equivalence of the Weighted Tsetlin Machine and the Perceptron


Dec 27, 2022
Jivitesh Sharma, Ole-Christoffer Granmo, Lei Jiao

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CaiRL: A High-Performance Reinforcement Learning Environment Toolkit


Oct 03, 2022
Per-Arne Andersen, Morten Goodwin, Ole-Christoffer Granmo

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* IEEE 2022 
 * Published in 2022 IEEE Conference on Games (CoG) 
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CostNet: An End-to-End Framework for Goal-Directed Reinforcement Learning


Oct 03, 2022
Per-Arne Andersen, Morten Goodwin, Ole-Christoffer Granmo

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* 2020 Springer Nature Switzerland AG 
 * 14 pages, 5 figures, In Proceedings of the International Conference on Innovative Techniques and Applications of Artificial Intelligence, SGAI2020 
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Interpretable Option Discovery using Deep Q-Learning and Variational Autoencoders


Oct 03, 2022
Per-Arne Andersen, Ole-Christoffer Granmo, Morten Goodwin

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* 2021 Springer Nature Switzerland AG 
 * 12 pages, 5 figures, Proceedings of the 3rd International Conference on Intelligent Technologies and Applications 
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Towards Artificial Virtuous Agents: Games, Dilemmas and Machine Learning


Aug 30, 2022
Ajay Vishwanath, Einar Duenger Bøhn, Ole-Christoffer Granmo, Charl Maree, Christian Omlin

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