Search Results for author: Junyu Guo

Found 3 papers, 1 papers with code

Reinforcement Learning for SBM Graphon Games with Re-Sampling

no code implementations25 Oct 2023 Peihan Huo, Oscar Peralta, Junyu Guo, Qiaomin Xie, Andreea Minca

In more realistic scenarios where the block model is unknown, we propose a re-sampling scheme from a graphon integrated with the finite N-player MP-MFG model.

reinforcement-learning Stochastic Block Model

Automated Kidney Segmentation by Mask R-CNN in T2-weighted Magnetic Resonance Imaging

no code implementations27 Aug 2021 Manu Goyal, Junyu Guo, Lauren Hinojosa, Keith Hulsey, Ivan Pedrosa

Despite the recent advances of deep learning algorithms in medical imaging, the automatic segmentation algorithms for kidneys in MRI exams are still scarce.

Segmentation

RLCard: A Toolkit for Reinforcement Learning in Card Games

8 code implementations10 Oct 2019 Daochen Zha, Kwei-Herng Lai, Yuanpu Cao, Songyi Huang, Ruzhe Wei, Junyu Guo, Xia Hu

The goal of RLCard is to bridge reinforcement learning and imperfect information games, and push forward the research of reinforcement learning in domains with multiple agents, large state and action space, and sparse reward.

Board Games Game of Poker +3

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