So, Oswin

7 publications

ICLR 2026 Discrete Adjoint Matching Oswin So, Brian Karrer, Chuchu Fan, Ricky T. Q. Chen, Guan-Horng Liu

ICLR 2026 ReFORM: Reflected Flows for On-Support Offline RL via Noise Manipulation Songyuan Zhang, Oswin So, H M Sabbir Ahmad, Eric Yang Yu, Matthew Cleaveland, Mitchell Black, Chuchu Fan

ICLR 2026 Solving Parameter-Robust Avoid Problems with Unknown Feasibility Using Reinforcement Learning Oswin So, Eric Yang Yu, Songyuan Zhang, Matthew Cleaveland, Mitchell Black, Chuchu Fan

ICLR 2025 Discrete GCBF Proximal Policy Optimization for Multi-Agent Safe Optimal Control Songyuan Zhang, Oswin So, Mitchell Black, Chuchu Fan

NeurIPS 2024 Solving Minimum-Cost Reach Avoid Using Reinforcement Learning Oswin So, Cheng Ge, Chuchu Fan

NeurIPS 2022 Deep Generalized Schrödinger Bridge Guan-Horng Liu, Tianrong Chen, Oswin So, Evangelos Theodorou

L4DC 2021 Adaptive Risk Sensitive Model Predictive Control with Stochastic Search Ziyi Wang, Oswin So, Keuntaek Lee, Evangelos A. Theodorou