8 citations · 18 across the 7 of their papers we have counts for
8 papers
Understanding the World to Solve Social Dilemmas Using Multi-Agent Reinforcement Learning
Manuel Rios, Nicanor Quijano, Luis Felipe Giraldo
Social dilemmas are situations where groups of individuals can benefit from mutual cooperation but conflicting interests impede them from doing so. This type of situations resemble…
Primal-dual evolutionary dynamics for constrained population games
Juan Martinez-Piazuelo, Nicanor Quijano, Carlos Ocampo-Martinez
Population games can be regarded as a tool to study the strategic interaction of a population of players. Although several attention has been given to such field, most of the avail…
Online Network-Constrained Dispatch of Distributed Generators in Radial Networks
Hazem A. Abdelghany, Carlos Ocampo-Martinez, Nicanor Quijano
High penetration of distributed generation will be characteristic to future distribution networks. The dynamic, intermittent, uncertain and deregulated nature of distributed genera…
Learning Transferable Concepts in Deep Reinforcement Learning
Diego Gomez, Nicanor Quijano, Luis Felipe Giraldo
While humans and animals learn incrementally during their lifetimes and exploit their experience to solve new tasks, standard deep reinforcement learning methods specialize to solv…
Incentive Mechanisms to Prevent Efficiency Loss of Non-Profit Utilities
Carlos Barreto, Eduardo Mojica-Nava, Nicanor Quijano
The modernization of the power system introduces technologies that may improve the system's efficiency by enhancing the capabilities of users. Despite their potential benefits, suc…
Attenuating the Impact of Integrity Attacks on Real-Time Pricing in Smart Grids
Jairo Giraldo, Alvaro Cárdenas, Nicanor Quijano
The vulnerability of false data injection attacks on real-time electricity pricing for the power grid market has been recently explored. Previous work has focused on the impact cau…
Incentives-Based Mechanism for Efficient Demand Response Programs
Carlos Barreto, Eduardo Mojica-Nava, Nicanor Quijano
In this work we investigate the inefficiency of the electricity system with strategic agents. Specifically, we prove that without a proper control the total demand of an inefficien…
Optimal Routing and Scheduling of Charge for Electric Vehicles: Case Study
John Barco, Andres Guerra, Luis Muñoz +1
In Colombia, there is an increasing interest about improving public transportation. One of the proposed strategies in that way is the use battery electric vehicles (BEVs). One of t…