Opinion

‘There’s this deep mystery of what, actually, is this thing?’: the philosopher inside Google DeepMind AI

Since 2017, Iason Gabriel has worked at the tech giant, trying to anticipate – and think through – the impact of AI. But as commercial and geopolitical pressures escalate, can ethicists make any ...
IEEE

Adaptive Dynamic Programming for Optimal Control of Unknown LTI System via Interval Excitation

Abstract: In this article, we investigate the optimal control problem for an unknown linear time-invariant system. To solve this problem, a novel composite policy iteration algorithm based on adaptive ...
Visual Studio Magazine

Support Vector Regression with SGD Training Using C#

Support vector regression can predict numeric values effectively, and this article shows how to implement and train a kernel SVR model in C# using stochastic sub-gradient descent.
The Earth Institute Columbia University

Vineet Goyal

I am Professor in the Industrial Engineering and Operations Research department at Columbia University. I received my PhD in Algorithms, Combinatorics and Optimization (ACO) in 2008 from Tepper School ...
IEEE

Huaguang Zhang

Nonlinear Systems,Optimal Control,Multi-agent Systems,Neural Network,Control Problem,Control Strategy,Adaptive Control,Lyapunov Function,Tracking Error,Adaptive Law ...