Search Results for author: Yilei Zeng

Found 3 papers, 1 papers with code

Human Decision Makings on Curriculum Reinforcement Learning with Difficulty Adjustment

no code implementations4 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.

reinforcement-learning Reinforcement Learning (RL)

Applied Machine Learning for Games: A Graduate School Course

no code implementations30 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.

BIG-bench Machine Learning

Learning to Reason in Round-based Games: Multi-task Sequence Generation for Purchasing Decision Making in First-person Shooters

1 code implementation12 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.

Attribute Decision Making +1

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