Muhammad Umair Nasir

23 papers A* 1A 1C 3Journal 16Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Continuous Program Search.
CoRR
Matthew Siper, Muhammad Umair Nasir, Ahmed Khalifa, Lisa B. Soros, Jay Azhang, Julian Togelius
2026 J jnl
Mortar: Evolving Mechanics for Automatic Game Design.
CoRR
Muhammad Umair Nasir, Yuchen Li, Steven James, Julian Togelius
2025 J jnl
GVGAI-LLM: Evaluating Large Language Model Agents with Infinite Games.
CoRR
Yuchen Li, Cong Lin, Muhammad Umair Nasir, Philip Bontrager, Jialin Liu, Julian Togelius
2025 J jnl
PuzzleJAX: A Benchmark for Reasoning and Learning.
CoRR
Sam Earle, Graham Todd, Yuchen Li, Ahmed Khalifa, Muhammad Umair Nasir, Zehua Jiang, Andrzej Banburski-Fahey, Julian Togelius
2025 C conf
ScriptDoctor: Automatic Generation of PuzzleScript Games via Large Language Models and Tree Search.
CoG
Sam Earle, Ahmed Khalifa, Muhammad Umair Nasir, Zehua Jiang, Graham Todd, Andrzej Banburski-Fahey, Julian Togelius
2025 J jnl
ScriptDoctor: Automatic Generation of PuzzleScript Games via Large Language Models and Tree Search.
CoRR
Sam Earle, Ahmed Khalifa, Muhammad Umair Nasir, Zehua Jiang, Graham Todd, Andrzej Banburski-Fahey, Julian Togelius
2025 J jnl
Word2Minecraft: Generating 3D Game Levels through Large Language Models.
CoRR
Shuo Huang, Muhammad Umair Nasir, Steven James, Julian Togelius
2024 A* conf
GameTraversalBenchmark: Evaluating Planning Abilities Of Large Language Models Through Traversing 2D Game Maps.
NeurIPS
Muhammad Umair Nasir, Steven James, Julian Togelius
2024 J jnl
GameTraversalBenchmark: Evaluating Planning Abilities Of Large Language Models Through Traversing 2D Game Maps.
CoRR
Muhammad Umair Nasir, Steven James, Julian Togelius
2024 J jnl
Hierarchically Composing Level Generators for the Creation of Complex Structures.
IEEE Trans. Games
Michael Beukman, Manuel Fokam, Marcel Kruger, Guy Axelrod, Muhammad Umair Nasir, Branden Ingram, Benjamin Rosman, Steven James
2024 A conf
LLMatic: Neural Architecture Search Via Large Language Models And Quality Diversity Optimization.
GECCO
Muhammad Umair Nasir, Sam Earle, Julian Togelius, Steven James, Christopher W. Cleghorn
2024 J jnl
Word2World: Generating Stories and Worlds through Large Language Models.
CoRR
Muhammad Umair Nasir, Steven James, Julian Togelius
2023 — conf
Augmentative Topology Agents For Open-Ended Learning.
GECCO Companion
Muhammad Umair Nasir, Michael Beukman, Steven James, Christopher W. Cleghorn
2023 J jnl
Hierarchically Composing Level Generators for the Creation of Complex Structures.
CoRR
Michael Beukman, Manuel Fokam, Marcel Kruger, Guy Axelrod, Muhammad Umair Nasir, Branden Ingram, Benjamin Rosman, Steven James
2023 J jnl
LLMatic: Neural Architecture Search via Large Language Models and Quality-Diversity Optimization.
CoRR
Muhammad Umair Nasir, Sam Earle, Julian Togelius, Steven James, Christopher W. Cleghorn
2023 C conf
Level Generation Through Large Language Models.
FDG
Graham Todd, Sam Earle, Muhammad Umair Nasir, Michael Cerny Green, Julian Togelius
2023 J jnl
Level Generation Through Large Language Models.
CoRR
Graham Todd, Sam Earle, Muhammad Umair Nasir, Michael Cerny Green, Julian Togelius
2023 C conf
Practical PCG Through Large Language Models.
CoG
Muhammad Umair Nasir, Julian Togelius
2023 J jnl
Practical PCG Through Large Language Models.
CoRR
Muhammad Umair Nasir, Julian Togelius
2022 — conf
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation.
NAACL-HLT
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
2022 J jnl
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation.
CoRR
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 Z. Abbott, Mohamed Ahmed, Millicent Ochieng, Aremu Anuoluwapo, 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 K. Sibanda, Andiswa Bukula, Sam Manthalu
2022 J jnl
Augmentative Topology Agents For Open-Ended Learning.
CoRR
Muhammad Umair Nasir, Michael Beukman, Steven James, Christopher Wesley Cleghorn
2022 J jnl
Geographical Distance Is The New Hyperparameter: A Case Study Of Finding The Optimal Pre-trained Language For English-isiZulu Machine Translation.
CoRR
Muhammad Umair Nasir, Innocent Amos Mchechesi