2 papers
cs.LG2026
Learning Aligned Stability in Neural ODEs Reconciling Accuracy with Robustness
Chaoyang Luo, Yan Zou, Nanjing Huang
Despite Neural Ordinary Differential Equations (Neural ODEs) exhibiting intrinsic robustness, existing methods often impose Lyapunov stability for formal guarantees. However, these…
physics.soc-ph2025
Evolutionary Cooperation with Game Transitions via Markov Decision Chain in Networked Population
Chaoyang Luo, Yuji Zhang, Minyu Feng +1
Individual cooperative strategy influences the surrounding dynamic population, which in turn affects cooperative strategy. To better model this phenomenon, we develop a Markov deci…