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Efficiency, Fairness, and Stability in Non-Commercial Peer-to-Peer Ridesharing


Oct 04, 2021
Hoon Oh, Yanhan Tang, Zong Zhang, Alexandre Jacquillat, Fei Fang


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Temporal Induced Self-Play for Stochastic Bayesian Games


Aug 21, 2021
Weizhe Chen, Zihan Zhou, Yi Wu, Fei Fang

* In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, pages 96-103 

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Near-Optimal Reviewer Splitting in Two-Phase Paper Reviewing and Conference Experiment Design


Aug 13, 2021
Steven Jecmen, Hanrui Zhang, Ryan Liu, Fei Fang, Vincent Conitzer, Nihar B. Shah


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Robust Reinforcement Learning Under Minimax Regret for Green Security


Jun 15, 2021
Lily Xu, Andrew Perrault, Fei Fang, Haipeng Chen, Milind Tambe

* Accepted at the Conference on Uncertainty in Artificial Intelligence (UAI) 2021. 11 pages, 5 figures 

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Discovering Diverse Multi-Agent Strategic Behavior via Reward Randomization


Mar 12, 2021
Zhenggang Tang, Chao Yu, Boyuan Chen, Huazhe Xu, Xiaolong Wang, Fei Fang, Simon Du, Yu Wang, Yi Wu

* Accepted paper on ICLR 2021. First two authors share equal contribution 

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Iterative Bounding MDPs: Learning Interpretable Policies via Non-Interpretable Methods


Feb 25, 2021
Nicholay Topin, Stephanie Milani, Fei Fang, Manuela Veloso


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Deep Archimedean Copulas


Dec 05, 2020
Chun Kai Ling, Fei Fang, J. Zico Kolter


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Dual-Mandate Patrols: Multi-Armed Bandits for Green Security


Sep 14, 2020
Lily Xu, Elizabeth Bondi, Fei Fang, Andrew Perrault, Kai Wang, Milind Tambe

* 9 pages (paper and references), 3 page appendix. 6 figures and 1 table 

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Bandit Data-driven Optimization: AI for Social Good and Beyond


Aug 26, 2020
Zheyuan Ryan Shi, Zhiwei Steven Wu, Rayid Ghani, Fei Fang


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TPG-DNN: A Method for User Intent Prediction Based on Total Probability Formula and GRU Loss with Multi-task Learning


Aug 05, 2020
Jingxing Jiang, Zhubin Wang, Fei Fang, Binqiang Zhao


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Mitigating Manipulation in Peer Review via Randomized Reviewer Assignments


Jun 29, 2020
Steven Jecmen, Hanrui Zhang, Ryan Liu, Nihar B. Shah, Vincent Conitzer, Fei Fang

* 27 pages, 9 figures 

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Evolutionary Population Curriculum for Scaling Multi-Agent Reinforcement Learning


Mar 23, 2020
Qian Long, Zihan Zhou, Abhibav Gupta, Fei Fang, Yi Wu, Xiaolong Wang

* The project page is https://sites.google.com/view/epciclr2020 .The source code is released at https://github.com/qian18long/epciclr2020 

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Artificial Intelligence for Social Good: A Survey


Jan 07, 2020
Zheyuan Ryan Shi, Claire Wang, Fei Fang


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AI for Social Impact: Learning and Planning in the Data-to-Deployment Pipeline


Dec 16, 2019
Andrew Perrault, Fei Fang, Arunesh Sinha, Milind Tambe

* To appear, AI Magazine 

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Efficient Regret Minimization Algorithm for Extensive-Form Correlated Equilibrium


Oct 28, 2019
Gabriele Farina, Chun Kai Ling, Fei Fang, Tuomas Sandholm

* Full version of NeurIPS 2019 paper 

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A Robot's Expressive Language Affects Human Strategy and Perceptions in a Competitive Game


Oct 24, 2019
Aaron M. Roth, Samantha Reig, Umang Bhatt, Jonathan Shulgach, Tamara Amin, Afsaneh Doryab, Fei Fang, Manuela Veloso

* Proceedings of the 28th IEEE International Conference on Robot Human Interactive Communication, New Delhi, India, October 2019 
* RO-MAN 2019; 8 pages, 4 figures, 1 table 

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Signal Instructed Coordination in Team Competition


Sep 10, 2019
Liheng Chen, Hongyi Guo, Haifeng Zhang, Fei Fang, Yaoming Zhu, Ming Zhou, Weinan Zhang, Qing Wang, Yong Yu

* 13 pages, 9 figures 

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Dynamic Trip-Vehicle Dispatch with Scheduled and On-Demand Requests


Jul 20, 2019
Taoan Huang, Bohui Fang, Xiaohui Bei, Fei Fang


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Learning and Planning in Feature Deception Games


May 13, 2019
Zheyuan Ryan Shi, Ariel D. Procaccia, Kevin S. Chan, Sridhar Venkatesan, Noam Ben-Asher, Nandi O. Leslie, Charles Kamhoua, Fei Fang


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Large Scale Learning of Agent Rationality in Two-Player Zero-Sum Games


Mar 11, 2019
Chun Kai Ling, Fei Fang, J. Zico Kolter


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Towards Thwarting Social Engineering Attacks


Jan 03, 2019
Zheyuan Ryan Shi, Aaron Schlenker, Brian Hay, Fei Fang


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Deep Reinforcement Learning for Green Security Games with Real-Time Information


Nov 06, 2018
Yufei Wang, Zheyuan Ryan Shi, Lantao Yu, Yi Wu, Rohit Singh, Lucas Joppa, Fei Fang


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What game are we playing? End-to-end learning in normal and extensive form games


Jun 27, 2018
Chun Kai Ling, Fei Fang, J. Zico Kolter

* Fixed typos and updated experimental results 

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The Impact of Humanoid Affect Expression on Human Behavior in a Game-Theoretic Setting


Jun 10, 2018
Aaron M. Roth, Umang Bhatt, Tamara Amin, Afsaneh Doryab, Fei Fang, Manuela Veloso

* presented at 1st Workshop on Humanizing AI (HAI) at IJCAI'18 in Stockholm, Sweden 

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Designing the Game to Play: Optimizing Payoff Structure in Security Games


May 22, 2018
Zheyuan Ryan Shi, Ziye Tang, Long Tran-Thanh, Rohit Singh, Fei Fang


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