Improved multi-agent deep deterministic policy gradient for path planning-based crowd simulation

S Zheng, H Liu - Ieee Access, 2019 - ieeexplore.ieee.org
Deep reinforcement learning (DRL) has been proved to be more suitable than reinforcement
learning for path planning in large-scale scenarios. In order to more effectively complete the …

Heuristic approach for real-time multi-agent trajectory planning under uncertainty

H Tahir, MN Syed, U Baroudi - IEEE Access, 2019 - ieeexplore.ieee.org
Motion planning of agents is one of the fundamental research problems in autonomous
systems. An important aspect of motion planning is collision avoidance of the agents with …

Crowd evacuation simulation research based on improved reciprocal velocity obstacles (rvo) model with path planning and emotion contagion

J Li, H Zhang - Transportation research record, 2022 - journals.sagepub.com
Crowd evacuation simulation is an important research topic for designing reasonable
building layout and effective evacuation routes. The reciprocal velocity obstacles (RVO) …

Crowd evacuation using multi-agent system with leader-following behaviour

M Fachri, S Juniastuti, SMS Nugroho… - 2017 4th International …, 2017 - ieeexplore.ieee.org
Crowd evacution is a major safety issue in many public places. Efforts have been made to
design the best evacuation plans using simulations and modeling of certain evacuation …

Dynamic leader role modeling for self‐organizing crowd evacuation simulation

H Wu, C Wang, G He - Computer Animation and Virtual Worlds, 2023 - Wiley Online Library
The role of the leader in the self‐organizing crowd has a significant influence on the crowd
evacuation when an emergency occurs. However, current crowd evacuation models either …

Crowds evacuation simulation on heterogeneous agent using agent-based reciprocal velocity obstacle

F Muhammad, S Juniastuti… - … Technology and Its …, 2018 - ieeexplore.ieee.org
Crowd simulation becomes one of the active research over the last three decade. Crowd
simulation research is part of research about human behavior. One of research focus on …

CSS for CVR: A Reciprocal Velocity Obstacle-Based Crowd Simulation System for Non-Playable Character Movement of Campus Virtual Reality

YM Arif, GA Janitra, M Imamudin, PMNSA Basid… - … : International Journal on …, 2024 - joiv.org
Along with the development of multimedia technology, an overview of the campus
environment for prospective new visitors can be visualized through a 3D virtual environment …

Emotional Reciprocal Velocity Obstacles for Leader-Following: A Velocity Obstacles Based Steering Behavior

M Fachri, M Hariadi, SMS Nugroho - IEEE Access, 2024 - ieeexplore.ieee.org
The steering behavior of autonomous agents in animation and games aims to form agent
movement to navigate around a virtual world. Leader-following behavior is a steering …

[PDF][PDF] Crowd navigation for dynamic hazard avoidance in evacuation using emotional reciprocal velocity obstacles

M Fachri, D Prasetyo, FA Damastuti… - … Journal of Artificial …, 2024 - pdfs.semanticscholar.org
Crowd evacuation can be a challenging task, especially in emergency situations involving
dynamically moving hazards. Effective obstacle avoidance is crucial for successful crowd …

Level of priority based leader-following behavior using reciprocal velocity obstacles in multi-agents navigation

M Fachri, S Juniastuti, SMS Nugroho… - … Seminar on Machine …, 2022 - ieeexplore.ieee.org
Leader-following behavior is a behavior in which a number of follower agents are required
to go after the leader. The leader agent is tasked to lead the group to reach their goal. This …