University of Chicago News

Scientists pair AI and human knowledge to tackle notoriously difficult physics question

The team used an AI method known as equation discovery to develop a model to simulate the interactions between small eddies—circular, vortex-like currents—and large-scale ones. These interactions are ...
IEEE

Hierarchical-Learning-Based Task Assignment for Heterogeneous Multi-AUV-UG Collaborative System to Collect Data From Underwater Sensors

Abstract: In this study, the task assignment problem for heterogeneous underwater vehicle collaborative system, which involves autonomous underwater vehicles (AUVs) and underwater gliders (UGs), is ...

Reinforcement learning and organizational management

Artificial reinforcement learning is just one lens to evaluate organizations. However, this thought experiment taught me that ...
IEEE

Deep Reinforcement Learning With Integer Optimization for Dynamic Slab Assignment Problem

Abstract: This article investigates a dynamic slab assignment problem (DSAP) that arises in the slab production process of steel industry. In DSAP, a set of slabs and orders arrive dynamically at each ...