Distributed reinforcement learning in emergency response simulation

C Lopez, JR Marti, S Sarkaria - IEEE Access, 2018 - ieeexplore.ieee.org
This paper presents the implementation of a coordinated decision-making agent for
emergency response scenarios. The agent's implementation uses reinforcement learning …

Vulnerability and risk analysis of the Guadeloupe Island for disaster scenarios using the modified i2SIM toolbox

J Wang - 2013 - open.library.ubc.ca
Relationships between system components can be simple but interdependencies among
different systems can sometimes be complex. Interdependencies among systems are the …

Distributed reinforcement learning framework for resource allocation in disaster response

CL Castellanos, JR Marti… - 2018 IEEE global …, 2018 - ieeexplore.ieee.org
Making decisions during a disaster can be challenging when human lives and
infrastructures are exposed. An important factor to consider when allocating resources, in …

[PDF][PDF] Distributed Reinforcement Learning in Emergency Response Simulation

S SARKARIA - academia.edu
This paper presents the implementation of a coordinated decision-making agent for
emergency response scenarios. The agent's implementation uses reinforcement learning …

Distributed reinforcement learning in emergency response simulation

C Lopez - 2019 - open.library.ubc.ca
In this thesis we present the implementation of a coordinated decision-making agent for
emergency response scenarios. The agent's implementation uses Reinforcement Learning …

Optimization decision maker algorithm for infrastructure interdependencies with i2sim applications

M Bai - 2012 - open.library.ubc.ca
The study of complex interdependent systems is an important research area. In recent years,
it has been applied to disaster response management and building energy systems. I2Sim …

I2Sim financial model and its application to UBC's living lab projects

R Ren - 2011 - open.library.ubc.ca
Abstract The Infrastructure Interdependencies Simulator (I2Sim) enables the user to explore
the relationship and interdependencies among different infrastructures. Based on the same …

A web service based disaster response interface for the DR NEP platform

T Wang - 2012 - open.library.ubc.ca
Abstract The Infrastructure Interdependencies Simulation (I2Sim) team led by Dr. José R.
Martí at the University of British Columbia has been researching the hidden …

[引用][C] Modelling and simulation of interdependency of critical infrastructures in smart cities a case study of a non-planned developing city: Itajubá-MG, Brazil

NVBP MACIEL - 2022 - Universidade Federal de Itajubá