Muhammad Umair Nasir

According to our database, Muhammad Umair Nasir authored at least 11 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

ScriptDoctor: Automatic Generation of PuzzleScript Games via Large Language Models and Tree Search.

Sam Earle, Ahmed Khalifa, Muhammad Umair Nasir, Zehua Jiang, Graham Todd, Andrzej Banburski-Fahey, Julian Togelius

CoRR, June, 2025

Word2Minecraft: Generating 3D Game Levels through Large Language Models.

Shuo Huang, Muhammad Umair Nasir, Steven James, Julian Togelius

CoRR, March, 2025

2024

Hierarchically Composing Level Generators for the Creation of Complex Structures.

Michael Beukman, Manuel Fokam, Marcel Kruger, Guy Axelrod, Muhammad Umair Nasir, Branden Ingram, Benjamin Rosman, Steven James

IEEE Trans. Games, June, 2024

Word2World: Generating Stories and Worlds through Large Language Models.

Muhammad Umair Nasir, Steven James, Julian Togelius

CoRR, 2024

GameTraversalBenchmark: Evaluating Planning Abilities Of Large Language Models Through Traversing 2D Game Maps.

Muhammad Umair Nasir, Steven James, Julian Togelius

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

LLMatic: Neural Architecture Search Via Large Language Models And Quality Diversity Optimization.

Muhammad Umair Nasir, Sam Earle, Julian Togelius, Steven James, Christopher W. Cleghorn

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

2023

Augmentative Topology Agents For Open-Ended Learning.

Muhammad Umair Nasir, Michael Beukman, Steven James, Christopher W. Cleghorn

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Level Generation Through Large Language Models.

Graham Todd, Sam Earle, Muhammad Umair Nasir, Michael Cerny Green, Julian Togelius

Proceedings of the 18th International Conference on the Foundations of Digital Games, 2023

Practical PCG Through Large Language Models.

Muhammad Umair Nasir, Julian Togelius

Proceedings of the IEEE Conference on Games, 2023

2022

Geographical Distance Is The New Hyperparameter: A Case Study Of Finding The Optimal Pre-trained Language For English-isiZulu Machine Translation.

Muhammad Umair Nasir, Innocent Amos Mchechesi

CoRR, 2022

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

David Ifeoluwa Adelani, Jesujoba O. 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 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 Ajibade, Tunde Ajayi, Yvonne Wambui Gitau, Jade Z. Abbott, Mohamed Ahmed, Millicent Ochieng, Aremu Anuoluwapo, Perez Ogayo, Jonathan Mukiibi, Fatoumata Ouoba Kabore, Godson Kalipe, Derguene Mbaye, Allahsera Auguste Tapo, Victoire Memdjokam Koagne, Edwin Munkoh-Buabeng, Valencia Wagner, Idris Abdulmumin, Ayodele Awokoya, Happy Buzaaba, Blessing K. Sibanda, Andiswa Bukula, Sam Manthalu

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022