‘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

Multi-objective Dynamic Reconfiguration for Urban Distribution Network Considering Multi-level Switching Modes

Abstract: The increasing integration of photovoltaic generators (PVGs) and the uneven economic development in different regions may cause the unbalanced spatial-temporal distribution of load demands ...
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.
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 ...
Frontiers

Safety Critical Intelligent Control of Systems with Uncertain Dynamical Models

Intelligent control has become a cornerstone of modern robotics and autonomous systems, where agents must operate safely and reliably despite uncertainty in ...
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 ...