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Augmentative Topology Agents For Open-Ended Learning


Oct 20, 2022
Muhammad Umair Nasir, Michael Beukman, Steven James, Christopher Wesley Cleghorn

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* Accepted to Life-long Learning of High-level Cognitive and Reasoning Skills Workshop at IROS 2022 

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Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages


Oct 20, 2022
Idris Abdulmumin, Michael Beukman, Jesujoba O. Alabi, Chris Emezue, Everlyn Asiko, Tosin Adewumi, Shamsuddeen Hassan Muhammad, Mofetoluwa Adeyemi, Oreen Yousuf, Sahib Singh, Tajuddeen Rabiu Gwadabe

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* Accepted at the Seventh Conference on Machine Translation (WMT22) 

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A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation


May 04, 2022
David Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Angela Fan, Julia Kreutzer, Xiaoyu Shen, Machel Reid, Dana Ruiter, Dietrich Klakow, Peter Nabende, Ernie Chang, Tajuddeen Gwadabe, Freshia Sackey, Bonaventure F. P. Dossou, Chris Chinenye Emezue, Colin Leong, Michael Beukman, Shamsuddeen Hassan Muhammad, Guyo Dub Jarso, Oreen Yousuf, Andre Niyongabo Rubungo, Gilles Hacheme, Eric Peter Wairagala, Muhammad Umair Nasir, Benjamin Ayoade Ajibade, Tunde Oluwaseyi Ajayi, Yvonne Wambui Gitau, Jade Abbott, Mohamed Ahmed, Millicent Ochieng, Anuoluwapo Aremu, Perez Ogayo, Jonathan Mukiibi, Fatoumata Ouoba Kabore, Godson Koffi Kalipe, Derguene Mbaye, Allahsera Auguste Tapo, Victoire Memdjokam Koagne, Edwin Munkoh-Buabeng, Valencia Wagner, Idris Abdulmumin, Ayodele Awokoya, Happy Buzaaba, Blessing Sibanda, Andiswa Bukula, Sam Manthalu

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* Accepted to NAACL 2022 

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Adaptive Online Value Function Approximation with Wavelets


Apr 22, 2022
Michael Beukman, Michael Mitchley, Dean Wookey, Steven James, George Konidaris

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* Accepted to RLDM 2022. Code is located at https://github.com/Michael-Beukman/WaveletRL 

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Procedural Content Generation using Neuroevolution and Novelty Search for Diverse Video Game Levels


Apr 14, 2022
Michael Beukman, Christopher W Cleghorn, Steven James

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* Accepted to the Genetic and Evolutionary Computation Conference (GECCO '22), July 9--13, 2022, Boston, MA, USA. Code is located at https://github.com/Michael-Beukman/PCGNN 

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Towards Objective Metrics for Procedurally Generated Video Game Levels


Jan 25, 2022
Michael Beukman, Steven James, Christopher Cleghorn

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* 7 pages, 10 figures. Code is located at https://github.com/Michael-Beukman/PCGNN 

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