no code implementations • 6 May 2024 • Minjae Cho, Jonathan P. How, Chuangchuang Sun
In this paper, we propose the MOOD-CRL (Model-based Offline OOD-Adapting Causal RL) algorithm, which aims to address the challenge of extrapolation for offline policy training through causal inference instead of policy-regularizing methods.
1 code implementation • 15 Dec 2023 • Minjae Cho, Chuangchuang Sun
Despite remarkable achievements in artificial intelligence, the deployability of learning-enabled systems in high-stakes real-world environments still faces persistent challenges.
no code implementations • 16 May 2017 • Minjae Cho, Scott Collier, Xi Yin
We study the Virasoro conformal block decomposition of the genus two partition function of a two-dimensional CFT by expanding around a Z3-invariant Riemann surface that is a three-fold cover of the Riemann sphere branched at four points, and explore constraints from genus two modular invariance and unitarity.
High Energy Physics - Theory