Fan Yang

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 14

Top Topics

Imitation Learning

Variational Inference

Top Venues

Comput. Math. Organ. Theory

Publications

Fan Yang, Alina Vereshchaka, Bruno Lepri, Wen Dong
Optimizing City-Scale Traffic Through Modeling Observations of Vehicle Movements. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Yan Shen, Fan Yang, Mingchen Gao, Wen Dong
Learning Individual Interactions from Population Dynamics with Discrete-Event Simulation Model. CoRR (2022)
Fan Yang, Wen Dong
Integrating simulation and signal processing in tracking complex social systems. Comput. Math. Organ. Theory 26 (1) (2020)
Fan Yang, Bruno Lepri, Wen Dong
Optimal Control in Partially Observable Complex Social Systems. AAMAS (2020)
Luckyson Khaidem, Massimiliano Luca, Fan Yang, Ankit Anand, Bruno Lepri, Wen Dong
Optimizing Transportation Dynamics at a City-Scale Using a Reinforcement Learning Framework. IEEE Access 8 (2020)
Fan Yang, Alina Vereshchaka, Changyou Chen, Wen Dong
Bayesian Multi-type Mean Field Multi-agent Imitation Learning. NeurIPS (2020)
Fan Yang, Alina Vereshchaka, Yufan Zhou, Changyou Chen, Wen Dong
Variational Adversarial Kernel Learned Imitation Learning. AAAI (2020)
Fan Yang, Alina Vereshchaka, Bruno Lepri, Wen Dong
Optimizing city-scale traffic flows through modeling isolated observations of vehicle movements. CoRR (2019)
Fan Yang, Bo Liu, Wen Dong
Optimal Control of Complex Systems through Variational Inference with a Discrete Event Decision Process. AAMAS (2019)
Wen Dong, Bo Liu, Fan Yang
Optimal Control of Complex Systems through Variational Inference with a Discrete Event Decision Process. CoRR (2019)
Fan Yang, Alina Vereshchaka, Wen Dong
Optimizing Complex Interaction Dynamics in Critical Infrastructure with a Stochastic Kinetic Model. WSC (2019)
Fan Yang, Alina Vereshchaka, Wen Dong
Predicting and Optimizing City-Scale Road Traffic Dynamics Using Trajectories of Individual Vehicles. IEEE BigData (2018)
Fan Yang, Wen Dong
Integrating Simulation and Signal Processing with Stochastic Social Kinetic Model. SBP-BRiMS (2017)
Le Fang, Fan Yang, Wen Dong, Tong Guan, Chunming Qiao
Expectation Propagation with Stochastic Kinetic Model in Complex Interaction Systems. NIPS (2017)