The repository contains the relevant codes and reports for the group coursework of the "COMP0124: Multi-agent Artificial Intellgience (18/19)" course in UCL.

Weibang Zhang
Yucheng Jiang
Zhanpeng Li

Based on the iPinYou dataset, we worked on a real-time bidding strategy formation problem. The goal was to help advertisers to formulate the optimal bidding strategy in order to get the best results in a real-time bidding system. By comparing different bidding strategies, such as constant and random bidding, linear and non-linear bidding, and multiagent bidding strategies, we selected the best strategy to compete with different teams and obtain clicks as many as possible.

Question 1: Introduction, Literature Review and Data Expolration - Zhanpeng Li
Question 2: Basic Bidding Strategies - Weibang Zhang
Question 3: Linear Bidding Strategy - Yucheng Jiang
Question 4: Non-Linear Bidding Strategy - Yucheng Jiang
Question 5: Multiagent Bidding Strategy - Zhanpeng Li and Weibang Zhang