Yang Tang

Swarm intelligence capture-the-flag game with imperfect information based on deep reinforcement learning

2022 · Scientia Sinica Technologica

<p indent="0mm">One of the major research areas has been the problem of swarm intelligence games in complex environments. This study offers G-MAD3QN, a multi-agent deep reinforcement learning system based on Multi-agent Dueling Double Deep Q-Network …

An Enhanced Differential Grouping Method for Large-Scale Overlapping Problems

2024 · arXiv (Cornell University)

Large-scale overlapping problems are prevalent in practical engineering applications, and the optimization challenge is significantly amplified due to the existence of shared variables. Decomposition-based cooperative coevolution (CC) algorithms have demonstrated promising performance in addressing large-scale …

On the Practice of Deep Hierarchical Ensemble Network for Ad Conversion Rate Prediction

2025

The predictions of click through rate (CTR) and conversion rate (CVR) play a crucial role in the success of ad-recommendation systems. A Deep Hierarchical Ensemble Network (DHEN) has been proposed to integrate multiple feature crossing …