no code implementations • 4 Aug 2022 • Yilei Zeng, Jiali Duan, Yang Li, Emilio Ferrara, Lerrel Pinto, C. -C. Jay Kuo, Stefanos Nikolaidis
In this work, we guide the curriculum reinforcement learning results towards a preferred performance level that is neither too hard nor too easy via learning from the human decision process.
no code implementations • 30 Nov 2020 • Yilei Zeng, Aayush Shah, Jameson Thai, Michael Zyda
Our students gained hands-on experience in applying state of the art machine learning techniques to solve real-life problems in gaming.
1 code implementation • 12 Aug 2020 • Yilei Zeng, Deren Lei, Beichen Li, Gangrong Jiang, Emilio Ferrara, Michael Zyda
In this work, we propose a Sequence Reasoner with Round Attribute Encoder and Multi-Task Decoder to interpret the strategies behind the round-based purchasing decisions.