Improved Algorithms for Adversarial Bandits with Unbounded Losses. - Mingyu Chen 012; Xuezhou Zhang (CoRR, 2023)

Koopman-based Deep Learning for Nonlinear System Estimation. - Zexin Sun; Mingyu Chen 012; John Baillieul (CDC, 2024)

Scale-free Adversarial Reinforcement Learning. - Mingyu Chen 012; Xuezhou Zhang (COLT, 2024)

State-free Reinforcement Learning. - Mingyu Chen 012; Aldo Pacchiano; Xuezhou Zhang (NeurIPS, 2024)

Avoiding exp(Rmax) scaling in RLHF through Preference-based Exploration. - Mingyu Chen 012; Yiding Chen; Wen Sun; Xuezhou Zhang (CoRR, 2025)

Extended Version: Non-Preemptive Scheduling of Flexible Loads in Smart Grids via Convex Optimization. - Mehdi Davoudi; Mingyu Chen 012; Junjie Qin (CoRR, 2025)