Search Results for author: HanMo Chen

Found 3 papers, 2 papers with code

Benchmarking Robustness and Generalization in Multi-Agent Systems: A Case Study on Neural MMO

no code implementations • 30 Aug 2023 • Yangkun Chen, Joseph Suarez, Junjie Zhang, Chenghui Yu, Bo Wu, HanMo Chen, Hengman Zhu, Rui Du, Shanliang Qian, Shuai Liu, Weijun Hong, Jinke He, Yibing Zhang, Liang Zhao, Clare Zhu, Julian Togelius, Sharada Mohanty, Jiaxin Chen, Xiu Li, Xiaolong Zhu, Phillip Isola

We present the results of the second Neural MMO challenge, hosted at IJCAI 2022, which received 1600+ submissions.

Benchmarking Reinforcement Learning (RL)

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Emergent collective intelligence from massive-agent cooperation and competition

1 code implementation • 4 Jan 2023 • HanMo Chen, Stone Tao, Jiaxin Chen, Weihan Shen, Xihui Li, Chenghui Yu, Sikai Cheng, Xiaolong Zhu, Xiu Li

Since these learned group strategies arise from individual decisions without an explicit coordination mechanism, we claim that artificial collective intelligence emerges from massive-agent cooperation and competition.

reinforcement-learning Reinforcement Learning (RL)

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Towards Better Dermoscopic Image Feature Representation Learning for Melanoma Classification

1 code implementation • 15 Jul 2022 • Chenghui Yu, Mingkang Tang, ShengGe Yang, Mingqing Wang, Zhe Xu, Jiangpeng Yan, HanMo Chen, Yu Yang, Xiao-jun Zeng, Xiu Li

Deep learning-based melanoma classification with dermoscopic images has recently shown great potential in automatic early-stage melanoma diagnosis.

Data Augmentation Denoising +2

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