Xiaoyu Wang - RankMe

14 papers A* 2Journal 8Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Getting Ready for Deployment: Transformer-Enabled Robust Adaptive Traffic Signal Control. ITSC Xiaoyu Wang, Ilia Smirnov, Scott Sanner, Baher Abdulhai
2025	A*	`conf`	Reflect-then-Plan: Offline Model-Based Planning through a Doubly Bayesian Lens. ICML Jihwan Jeong, Xiaoyu Wang, Jingmin Wang, Scott Sanner, Pascal Poupart
2025	J	`jnl`	Reflect-then-Plan: Offline Model-Based Planning through a Doubly Bayesian Lens. CoRR Jihwan Jeong, Xiaoyu Wang, Jingmin Wang, Scott Sanner, Pascal Poupart
2024	J	`jnl`	Generalized Multi-hop Traffic Pressure for Heterogeneous Traffic Perimeter Control. CoRR Xiaocan Li, Xiaoyu Wang, Ilia Smirnov, Scott Sanner, Baher Abdulhai
2024	J	`jnl`	Mitigating Partial Observability in Adaptive Traffic Signal Control with Transformers. CoRR Xiaoyu Wang, Ayal Taitler, Scott Sanner, Baher Abdulhai
2024	J	`jnl`	Multi-hop Upstream Preemptive Traffic Signal Control with Deep Reinforcement Learning. CoRR Xiaocan Li, Xiaoyu Wang, Ilia Smirnov, Scott Sanner, Baher Abdulhai
2024	J	`jnl`	eMARLIN+: Addressing Partial Observability to Promote Traffic Signal Coordination by Leveraging Historical Information. IEEE Trans. Intell. Transp. Syst. Xiaoyu Wang, Ayal Taitler, Ilia Smirnov, Scott Sanner, Baher Abdulhai
2023	A*	`conf`	Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization. ICLR Jihwan Jeong, Xiaoyu Wang, Michael Gimelfarb, Hyunwoo Kim, Baher Abdulhai, Scott Sanner
2023	—	`conf`	Perimeter Control Using Deep Reinforcement Learning: A Model-Free Approach Towards Homogeneous Flow Rate Optimization. ITSC Xiaocan Li, Ray Coden Mercurius, Ayal Taitler, Xiaoyu Wang, Mohammad Noaeen, Scott Sanner, Baher Abdulhai
2023	J	`jnl`	Perimeter Control Using Deep Reinforcement Learning: A Model-free Approach towards Homogeneous Flow Rate Optimization. CoRR Xiaocan Li, Ray Coden Mercurius, Ayal Taitler, Xiaoyu Wang, Mohammad Noaeen, Scott Sanner, Baher Abdulhai
2023	—	`conf`	eMARLIN+: Overcoming Partial-Observability Caused by Sensor Limitations and Short Detection Ranges in Traffic Signal Control. ITSC Xiaoyu Wang, Ayal Taitler, Ilia Smirnov, Scott Sanner, Baher Abdulhai
2022	J	`jnl`	A Critical Review of Traffic Signal Control and A Novel Unified View of Reinforcement Learning and Model Predictive Control Approaches for Adaptive Traffic Signal Control. CoRR Xiaoyu Wang, Scott Sanner, Baher Abdulhai
2022	J	`jnl`	Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization. CoRR Jihwan Jeong, Xiaoyu Wang, Michael Gimelfarb, Hyunwoo Kim, Baher Abdulhai, Scott Sanner
2021	—	`conf`	Microscopic Model-Based RL Approaches for Traffic Signal Control Generalize Better than Model-Free RL Approaches. ITSC Parth Jaggi, Xiaoyu Wang, Nicolas Carrara, Scott Sanner, Baher Abdulhai