Optimizing Distributed Reinforcement Learning with Reactor Model and Lingua Franca. - Jacky Kwok; Marten Lohstroh; Edward A. Lee (CoRR, 2023)

Efficient Parallel Reinforcement Learning Framework Using the Reactor Model. - Jacky Kwok; Marten Lohstroh; Edward A. Lee (SPAA, 2024)

SELA: Tree-Search Enhanced LLM Agents for Automated Machine Learning. - Yizhou Chi; Yizhang Lin; Sirui Hong; Duyi Pan; Yaying Fei; Guanghao Mei; Bangbang Liu; Tianqi Pang; Jacky Kwok; Ceyao Zhang; Bang Liu; Chenglin Wu (CoRR, 2024)

HPRM: High-Performance Robotic Middleware for Intelligent Autonomous Systems. - Jacky Kwok; Shulu Li; Marten Lohstroh; Edward A. Lee (CoRR, 2024)

RoboMonkey: Scaling Test-Time Sampling and Verification for Vision-Language-Action Models. - Jacky Kwok; Christopher Agia; Rohan Sinha; Matthew Foutter; Shulu Li; Ion Stoica; Azalia Mirhoseini; Marco Pavone 001 (CoRR, 2025)