A Framework for Simulating Agent-Based Cooperative Tasks in Crowd Simulation

被引:10
|
作者
Wong, Sai-Keung [1 ]
Chou, Yi-Hung [1 ]
Yang, Hsiang-Yu [1 ]
机构
[1] Natl Chiao Tung Univ, Coll Comp Sci, Hsinchu, Taiwan
关键词
Crowd simulation; agent-based; cooperative tasks;
D O I
10.1145/3190834.3190839
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
This paper presents a novel agent-based approach to simulate cooperative tasks in crowd simulation. Our framework consists of two kinds of agents: pedestrians and workers. A cooperative task requires two or more workers to simultaneously perform actions on objects. The workers should cooperate with each other to finish tasks. This framework considers several basic cooperative behaviors including pushing obstacles away from blocked exits, lifting cargos and carrying them to a destination, and pulling objects using ropes. A complex task can be decomposed into several simple tasks and the simple tasks are finished either in a sequential or parallel order. Our framework also simulates crowd behaviors such as workers joining and leaving cooperative tasks, moving objects around obstacles, collision avoidance for agents, and way giving. We demonstrate examples for simulating different cooperative behaviors. Our framework can be applied to movies, crowd evacuation, narrative systems, task planning simulation, and games.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] A Hyper-Heuristic Framework for Agent-Based Crowd Modeling and Simulation
    Zhong, Jinghui
    Cai, Wentong
    [J]. AAMAS'16: PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS & MULTIAGENT SYSTEMS, 2016, : 1331 - 1332
  • [2] Agent-Based Simulation of Crowd Evacuation Behavior
    Zaharia, Mihai Horia
    Leon, Florin
    Pal, Cristea
    Pagu, Gabriel
    [J]. PROCEEDINGS OF THE 11TH WSEAS INTERNATIONAL CONFERENCE ON AUTOMATIC CONTROL, MODELLING AND SIMULATION: CONTROLLING, MODELLING AND SIMULATION, 2009, : 529 - +
  • [3] A federated agent-based crowd simulation architecture
    Low, Malcolm Yoke Hean
    Cai, Wentong
    Zhou, Suiping
    [J]. 21ST EUROPEAN CONFERENCE ON MODELLING AND SIMULATION ECMS 2007: SIMULATIONS IN UNITED EUROPE, 2007, : 188 - +
  • [4] Layered Intelligence for Agent-based Crowd Simulation
    Banerjee, Bikramjit
    Abukmail, Ahmed
    Kraemer, Landon
    [J]. SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, 2009, 85 (10): : 621 - 633
  • [5] SafePath An Agent-Based Framework to Simulate Crowd Behaviors
    Leitao, Antonio
    Sousa, Sofia
    Loio, Francisco
    [J]. COMPUTING FOR A BETTER TOMORROW, (ECAADE 2018), VOL 2, 2018, : 621 - 628
  • [6] Advancing the layered approach to agent-based crowd simulation
    Banerjee, Bikramjit
    Abukmail, Ahmed
    Kraemer, Landon
    [J]. PADS 2008: 22ND INTERNATIONAL WORKSHOP ON PRINCIPLES OF ADVANCED AND DISTRIBUTED SIMULATION, PROCEEDINGS, 2008, : 185 - 192
  • [7] Counterflow model for agent-based simulation of crowd dynamics
    Heliovaara, Simo
    Korhonen, Timo
    Hostikka, Simo
    Ehtamo, Harri
    [J]. BUILDING AND ENVIRONMENT, 2012, 48 : 89 - 100
  • [8] Agent-based human behavior modeling for crowd simulation
    Luo, Linbo
    Zhou, Suiping
    Cai, Wentong
    Low, Malcolm Yoke Hean
    Tian, Feng
    Wang, Yongwei
    Xiao, Xian
    Chen, Dan
    [J]. COMPUTER ANIMATION AND VIRTUAL WORLDS, 2008, 19 (3-4) : 271 - 281
  • [9] Agent-based Crowd Simulation Modeling in a Gaming Environment
    Ahmad, Imran Shafiq
    Sun, Songqiao
    Boufama, Boubakeur
    [J]. PROCEEDINGS OF 2018 6TH INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS (ICMCS), 2018, : 1 - 6
  • [10] Agent-Based Simulation of Cooperative Hunting with UAVs
    McCune, R. Ryan
    Madey, Gregory R.
    [J]. AGENT-DIRECTED SIMULATION SYMPOSIUM (ADS 2013) - 2013 SPRING SIMULATION MULTI-CONFERENCE (SPRINGSIM'13), 2013, 45 (01): : 56 - 61