Beyond math and coding: New RL framework helps train LLM agents for complex, real-world tasks

The Agent-R1 framework provides a path to building more autonomous agents that can reason and use tools in unpredictable, ...
IEEE

Quantitative Analysis of Rubric-based Feedback Received From Claude 3.5 Sonnet on Mathematical Programming Problems

Abstract: Large language model (LLM)-based auto-graders, like Claude 3.5 Sonnet, show promise in educational technology. To test their capabilities, we conducted an experiment in which four ...
IEEE

Voltage Stability Assessment Through Modal Analysis Using a Smooth Formulation of the Power Flow Problem Based on Sigmoid Functions

Abstract: This paper introduces a voltage stability analysis based on an innovative formulation of the power flow problem designed to address and eliminate discontinuities associated with reactive ...
Quanta Magazine

Physicists Take the Imaginary Numbers Out of Quantum Mechanics

A century ago, the strange behavior of atoms and elementary particles led physicists to formulate a new theory of nature. That theory, quantum mechanics, found immediate success, proving its worth ...
GitHub

Capacitated Vehicle Routing Problem with Time Windows (CVRPTW)

This repository provides a solution to the standard Capacitated Vehicle Routing Problem with Time Windows (CVRPTW). In a CVRPTW, we aim to optimize the routes of a fleet of vehicles serving customers ...