activity
20232025
most citedWeakly Coupled Deep Q-Networks

1 citations · 1 across the 5 of their papers we have counts for

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cs.LG2024

AExGym: Benchmarks and Environments for Adaptive Experimentation

Jimmy Wang, Ethan Che, Daniel R. Jiang +1

Innovations across science and industry are evaluated using randomized trials (a.k.a. A/B tests). While simple and robust, such static designs are inefficient or infeasible for tes…

cs.LG2024

Optimization-Driven Adaptive Experimentation

Ethan Che, Daniel R. Jiang, Hongseok Namkoong +1

Real-world experiments involve batched & delayed feedback, non-stationarity, multiple objectives & constraints, and (often some) personalization. Tailoring adaptive methods to addr…