Publications (22)
Policy Optimization with Model-based Explorations
Feiyang Pan, Qingpeng Cai, An-Xiang Zeng +5
Mechanism design for resource allocation with applications to centralized multi-commodity routing
Qipeng Liu, Yicheng Liu, Pingzhong Tang
Optimal mechanisms with budget for user generated contents
Mengjing Chen, Pingzhong Tang, Zihe Wang +2
Optimal Auctions for Negatively Correlated Items
Pingzhong Tang, Zihe Wang
Approximation of barter exchanges with cycle length constraints
Suiqian Luo, Pingzhong Tang, Chenggang Wu +1
Online Mechanism Design for Cloud Computing
Weidong Ma, Bo Zheng, Tao Qin +2
Unit-sphere games
Pingzhong Tang, Hanrui Zhang
Computational issues in time-inconsistent planning
Pingzhong Tang, Yifeng Teng, Zihe Wang +2
Optimal dynamic mechanisms with ex-post IR via bank accounts
Vahab Mirrokni, Renato Paes Leme, Pingzhong Tang +1
Optimal commitments in auctions with incomplete information
Zihe Wang, Pingzhong Tang
The Multi-shop Ski Rental Problem
Lingqing Ai, Xian Wu, Lingxiao Huang +3
Reinforcement Mechanism Design, with Applications to Dynamic Pricing in Sponsored Search Auctions
Weiran Shen, Binghui Peng, Hanpeng Liu +7
Reinforcement Mechanism Design for e-commerce
Qingpeng Cai, Aris Filos-Ratsikas, Pingzhong Tang +1
How to manipulate truthful prior-dependent mechanisms?
Pingzhong Tang, Yulong Zeng
Policy Gradients for Contextual Recommendations
Feiyang Pan, Qingpeng Cai, Pingzhong Tang +2
Optimal mechanisms with simple menus
Zihe Wang, Pingzhong Tang
Optimal Dynamic Auctions are Virtual Welfare Maximizers
Vahab Mirrokni, Renato Paes Leme, Pingzhong Tang +1
A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems
Ling Pan, Qingpeng Cai, Zhixuan Fang +2
Warm Up Cold-start Advertisements: Improving CTR Predictions via Learning to Learn ID Embeddings
Feiyang Pan, Shuokai Li, Xiang Ao +2
Deterministic Policy Gradients With General State Transitions
Qingpeng Cai, Ling Pan, Pingzhong Tang
On the power of dominated players in team competitions
Kai Jin, Pingzhong Tang, Shiteng Chen
Bayesian Vote Manipulation: Optimal Strategies and Impact on Welfare
Tyler Lu, Pingzhong Tang, Ariel D. Procaccia +1