Wu, Cathy

15 publications

ICLR 2025 IntersectionZoo: Eco-Driving for Benchmarking Multi-Agent Contextual Reinforcement Learning Vindula Jayawardana, Baptiste Freydt, Ao Qu, Cameron Hickert, Zhongxia Yan, Cathy Wu

ICLR 2025 Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling Sirui Li, Wenbin Ouyang, Yining Ma, Cathy Wu

ICLR 2025 Towards Foundation Models for Mixed Integer Linear Programming Sirui Li, Janardhan Kulkarni, Ishai Menache, Cathy Wu, Beibin Li

L4DC 2024 Expert with Clustering: Hierarchical Online Preference Learning Framework Tianyue Zhou, Jung-Hoon Cho, Babak Rahimi Ardabili, Hamed Tabkhi, Cathy Wu

NeurIPS 2024 Model-Based Transfer Learning for Contextual Reinforcement Learning Jung-Hoon Cho, Vindula Jayawardana, Sirui Li, Cathy Wu

ICLR 2024 Neural Neighborhood Search for Multi-Agent Path Finding Zhongxia Yan, Cathy Wu

NeurIPSW 2023 Identifying Stop-and-Go Congestion with Data-Driven Traffic Reconstruction Shreyaa Raghavan, Edgar Ramirez Sanchez, Cathy Wu

NeurIPS 2023 Learning to Configure Separators in Branch-and-Cut Sirui Li, Wenbin Ouyang, Max Paulus, Cathy Wu

NeurIPSW 2023 Robust Driving Across Scenarios via Multi-Residual Task Learning Vindula Jayawardana, Sirui Li, Cathy Wu, Yashar Farid, Kentaro Oguchi

NeurIPS 2022 The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning Vindula Jayawardana, Catherine Tang, Sirui Li, Dajiang Suo, Cathy Wu

NeurIPS 2021 Learning to Delegate for Large-Scale Vehicle Routing Sirui Li, Zhongxia Yan, Cathy Wu

AAAI 2021 SMIL: Multimodal Learning with Severely Missing Modality Mengmeng Ma, Jian Ren, Long Zhao, Sergey Tulyakov, Cathy Wu, Xi Peng

CoRL 2018 Benchmarks for Reinforcement Learning in Mixed-Autonomy Traffic Eugene Vinitsky, Aboudy Kreidieh, Luc Le Flem, Nishant Kheterpal, Kathy Jang, Cathy Wu, Fangyu Wu, Richard Liaw, Eric Liang, Alexandre M. Bayen

ICLR 2018 Variance Reduction for Policy Gradient with Action-Dependent Factorized Baselines Cathy Wu, Aravind Rajeswaran, Yan Duan, Vikash Kumar, Alexandre M Bayen, Sham Kakade, Igor Mordatch, Pieter Abbeel

CoRL 2017 Emergent Behaviors in Mixed-Autonomy Traffic Cathy Wu, Aboudy Kreidieh, Eugene Vinitsky, Alexandre M. Bayen