Liu Hao Email and Phone Number

Responsible for bidding related application in Taobao sponsored search, including single advertiser objective optimization and multiple advertisers optimization via cooperative games.

1. Responsible for optimizing the bidding strategy of searching advertising platform of Alimama via reinforcement learning；2. Causal inference based marketing;3. Mechanism analysis in GSP and beyond.

1. Research Assistant in Group of Networked Sensing and Control, State Key Lab. of Industrial Control Technology. (2012.07-)Research focus: multi-agent consensus, distributed computing and machine learning, network optimization• Designing distributed optimization algorithm in as hoc networks• Distributed machine learning for large-scale geo-distributed data set • Tackling privacy and security issue in distributed networks2. iSpace Project with NCSU, Development language: JAVA.(2012.07-2014.01)• Primarily responsible for designing control algorithm for the robots of the time-sensitivenetwork control systems.• Devising and implementing a Java application for tracking based on the opti-track multi-camera indoor location system.• The guidance to urge the teammates to completely build the system of iSpace, and achievethe task.• Independently conducting an experiment for the mobichoc’14 paper.

Learning from Animal “Experts” How to Navigate Complex Terrains.Research focus: logistic regression, reinforcement learning, UAV navigation, bio-inspired control • Extracting flight strategy of moth from its flight data via logistic regressing• Refining the policy via reinforcement learning • Evaluating the global policy based on hot map