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Game Agent for Manila with Q-learning and Deep Q Network (DQN)

Agent training | Reinforcement Learning, Game Agent, Collaboration

Teammates: Jinxuan Zhang, Tianle Zhu (all from Duke Kunshan University)

Course Advisor: Prof. Peng Sun (Duke Kunshan University)

Time: 10/2022-12/2022

——Project Description——

In this project, our team developed two agents with Q-learning and Deep Q Network (DQN). Each agent has three different behaviors in the game: normal, conservative, and aggressive. Each agent supports playing with human or our evaluation benchmark (see final report for more information).

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