Improving Mild Cognitive Impairment Prediction via Reinforcement Learning and Dialogue Simulation. - Fengyi Tang; Kaixiang Lin; Ikechukwu Uchendu; Hiroko H. Dodge; Jiayu Zhou (CoRR, 2018)

Jump-Start Reinforcement Learning. - Ikechukwu Uchendu; Ted Xiao; Yao Lu 006; Banghua Zhu; Mengyuan Yan; Joséphine Simon; Matthew Bennice; Chuyuan Fu; Cong Ma 001; Jiantao Jiao; Sergey Levine; Karol Hausman (ICML, 2023)

ArchGym: An Open-Source Gymnasium for Machine Learning Assisted Architecture Design. - Srivatsan Krishnan; Amir Yazdanbakhsh; Shvetank Prakash; Jason Jabbour; Ikechukwu Uchendu; Susobhan Ghosh; Behzad Boroujerdian; Daniel Richins; Devashree Tripathy; Aleksandra Faust; Vijay Janapa Reddi (ISCA, 2023)

QuArch: A Question-Answering Dataset for AI Agents in Computer Architecture. - Shvetank Prakash; Andrew Cheng; Jason Yik; Arya Tschand; Radhika Ghosal; Ikechukwu Uchendu; Jessica Quaye; Jeffrey Ma; Shreyas Grampurohit; Sofia Giannuzzi; Arnav Balyan; Fin Amin; et al. (IEEE Comput. Archit. Lett., 2025)

A2Perf: Real-World Autonomous Agents Benchmark. - Ikechukwu Uchendu; Jason Jabbour; Korneel Van den Berghe; Joel Runevic; Matthew Stewart; Jeffrey Ma; Srivatsan Krishnan; Izzeddin Gur; Austin Huang; Colton Bishop; Paige Bailey; Wenjie Jiang 001; et al. (CoRR, 2025)