Modeling, evaluation, and scale on artificial pedestrians: a literature review

F Martinez-Gil, M Lozano, I García-Fernández… - ACM Computing …, 2017 - dl.acm.org
Modeling pedestrian dynamics and their implementation in a computer are challenging and
important issues in the knowledge areas of transportation and computer simulation. The aim …

[HTML][HTML] Analyzing the dominant SARS-CoV-2 transmission routes toward an ab initio disease spread model

S Chaudhuri, S Basu, A Saha - Physics of Fluids, 2020 - pubs.aip.org
Identifying the relative importance of the different transmission routes of the SARS-CoV-2
virus is an urgent research priority. To that end, the different transmission routes and their …

Realistic following behaviors for crowd simulation

S Lemercier, A Jelic, R Kulpa, J Hua… - Computer Graphics …, 2012 - Wiley Online Library
While walking through a crowd, a pedestrian experiences a large number of interactions
with his neighbors. The nature of these interactions is varied, and it has been observed that …

An aircraft boarding model accounting for passengers' individual properties

TQ Tang, YH Wu, HJ Huang, L Caccetta - Transportation Research Part C …, 2012 - Elsevier
Aircraft boarding is a very complex process. In this paper, we propose a new aircraft
boarding model with consideration of passengers' individual properties. The model is then …

Adaptive pedestrian behaviour for the preservation of group cohesion

G Vizzari, L Manenti, L Crociani - Complex Adaptive Systems Modeling, 2013 - Springer
Purpose A crowd of pedestrians is a complex system in which individuals exhibit conflicting
behavioural mechanisms leading to self-organisation phenomena. Computer models for the …

Modelling negative interactions among pedestrians in high density situations

S Bandini, M Mondini, G Vizzari - Transportation research part C: emerging …, 2014 - Elsevier
Situations characterised by the presence of a high density of pedestrians involved in
negative interactions (eg flows in opposite directions) often represent a problematic scenario …

An agent-based model for plausible wayfinding in pedestrian simulation

G Vizzari, L Crociani, S Bandini - Engineering applications of artificial …, 2020 - Elsevier
Modeling pedestrian decision making activities represents a serious challenge: different
decisions are taken at distinct levels of abstraction, employing heterogeneous information …

Towards an integrated approach to crowd analysis and crowd synthesis: A case study and first results

S Bandini, A Gorrini, G Vizzari - Pattern Recognition Letters, 2014 - Elsevier
Studies related to crowds of pedestrians, both those of theoretical nature and application
oriented ones, have generally focused on either the analysis or the synthesis of the …

Emergent behaviors and scalability for multi-agent reinforcement learning-based pedestrian models

F Martinez-Gil, M Lozano, F Fernández - Simulation Modelling Practice and …, 2017 - Elsevier
This paper analyzes the emergent behaviors of pedestrian groups that learn through the
multiagent reinforcement learning model developed in our group. Five scenarios studied in …

MARL-Ped: A multi-agent reinforcement learning based framework to simulate pedestrian groups

F Martinez-Gil, M Lozano, F Fernández - Simulation Modelling Practice and …, 2014 - Elsevier
Pedestrian simulation is complex because there are different levels of behavior modeling. At
the lowest level, local interactions between agents occur; at the middle level, strategic and …