3 papers
cs.LG2025
An Investigation of Batch Normalization in Off-Policy Actor-Critic Algorithms
Li Wang, Sudun, Xingjian Zhang +2
Batch Normalization (BN) has played a pivotal role in the success of deep learning by improving training stability, mitigating overfitting, and enabling more effective optimization…
cs.CL2025
Decoupling Understanding from Reasoning via Problem Space Mapping for Small-Scale Model Reasoning
Li Wang, Changhao Zhang, Zengqi Xiu +4
Despite recent advances in the reasoning capabilities of Large Language Models (LLMs), improving the reasoning ability of Small Language Models (SLMs, e.g., up to 1.5B parameters)…
cs.AI2025
Embedded Mean Field Reinforcement Learning for Perimeter-defense Game
Li Wang, Xin Yu, Xuxin Lv +2
With the rapid advancement of unmanned aerial vehicles (UAVs) and missile technologies, perimeter-defense game between attackers and defenders for the protection of critical region…