Jianhao Wang

QPLEX: Duplex Dueling Multi-Agent Q-Learning

2020 · arXiv (Cornell University)

We explore value-based multi-agent reinforcement learning (MARL) in the popular paradigm of centralized training with decentralized execution (CTDE). CTDE has an important concept, Individual-Global-Max (IGM) principle, which requires the consistency between joint and local action …

High accuracy breast cancer classification with BIRADS and coclustering

2026 · PLoS ONE

Breast cancer is one of the most common disease in women. Most of existing breast cancer classification methods include region segmentation, feature extraction and classification phases. It is hard for doctors to understand the conclusion …