New framework helps climate modelers integrate Indigenous community input into simulations

Advanced computer models can quantify the impacts of climate change and other environmental challenges, providing deep ...

The enterprise voice AI split: Why architecture — not model quality — defines your compliance posture

Enterprise voice AI has fractured into three architectural paths. The choice you make now will determine whether your agents ...
IEEE

Global Bipartite Output Consensus of Discrete-Time Heterogeneous Linear Systems Subject to Input Saturation: A Model-Free Approach

Abstract: In this article, we propose a model-free approach for solving the bipartite output consensus problem of discrete-time heterogeneous multiagent systems subject to input saturation over a ...
IEEE

Model-Free Q-Learning for Output Feedback Nash Strategy of Decentralized Nonzero-Sum Games

Abstract: In this article, we present a model-free output feedback (OPFB) Q-learning algorithm to find the optimal Nash equilibrium strategy for the decentralized control problem (DCP) of nonzero-sum ...