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Deep reinforcement learning with a particle dynamics environment applied to emergency evacuation of a room with obstacles
12 references·0 citing·38 second hopsampled
Deep reinforcement learning with a particle dynamics environment applied to emergency evacuation of a room with obstacles (2021)Deep reinforcement learning with a partic…Redefining the role of obstacles in pedestrian evacuation (2018)Redefining the role of obstac…Selfishness- and Selflessness-based models of pedestrian room evacuation (2015)Selfishness- and Selflessness…Waiting pedestrians in the social force model (2014)Waiting pedestrians in the so…How simple rules determine pedestrian behavior and crowd disasters (2011)How simple rules determine pe…Agent-based modeling of a multi-room multi-floor building emergency evacuation (2011)Agent-based modeling of a mul…Adaptive pedestrian dynamics based on geodesics (2010)Adaptive pedestrian dynamics …Social influence during the initial phase of a fire evacuation—Analysis of evacuation experiments in a cinema theatre (2008)Social influence during the i…Modifications of the Helbing-Molnár-Farkas-Vicsek Social Force Model for Pedestrian Evolution (2005)Modifications of the Helbing-…Pedestrian route-choice and activity scheduling theory and models (2003)Pedestrian route-choice and a…Self-Organizing Pedestrian Movement (2001)Self-Organizing Pedestrian Mo…Simulating dynamical features of escape panic (2000)Simulating dynamical features…Social force model for pedestrian dynamics (1995)Social force model for pedest…The Handbook of Social Psychology (1969)Self-Organized Pedestrian Crowd Dynamics: Experiments, Simulations, and Design Solutions (2005)Limits of Predictability in Human Mobility (2010)Handbook of Social Psychology (2013)A study of normative and informational social influences upon individual judgment. (1955)Evacuation time and movement in apartment buildings (1995)A study of evacuation from large retail stores (2000)Crowd disasters as systemic failures: analysis of the Love Parade disaster (2012)Crowd behaviour during high-stress evacuations in an immersive virtual environment (2016)Crowd behaviour and motion: Empirical methods (2017)Simple Heuristics That Make Us Smart (1999)The origin of bursts and heavy tails in human dynamics (2005)State-of-the-art crowd motion simulation models (2013)Human mobility: Models and applications (2018)Simulation of pedestrian dynamics using a two-dimensional cellular automaton (2001)A continuum theory for the flow of pedestrians (2002)Potential field cellular automata model for pedestrian flow (2012)Waiting zones for realistic modelling of pedestrian dynamics: A case study using two major German railway stations as examples (2013)Modelling social identification and helping in evacuation simulation (2016)Field Theory in Social Science (1952)The Statistics of Crowd Fluids (1971)The Walking Behaviour of Pedestrian Social Groups and Its Impact on Crowd Dynamics (2010)Agent-based modeling: Methods and techniques for simulating human systems (2002)An agent-based simulation system for concert venue crowd evacuation modeling in the presence of a fire disaster (2013)Simulation-based route planning for pedestrian evacuation in metro stations: A case study (2016)Modelling building emergency evacuation plans considering the dynamic behaviour of pedestrians using agent-based simulation (2018)Route Choice: Wayfinding in Transport Networks (1990)Modeling and simulation of pedestrian traffic flow (1994)On the Modeling of Traffic and Crowds: A Survey of Models, Speculations, and Perspectives (2011)Field Theory in Social Science (1953)Simulation of evacuation processes using a bionics-inspired cellular automaton model for pedestrian dynamics (2002)Friction effects and clogging in a cellular automaton model for pedestrian dynamics (2003)Elementary students’ evacuation route choice in a classroom: A questionnaire-based method (2017)A data-driven neural network approach to simulate pedestrian movement (2018)Optimising crowd evacuations: Mathematical, architectural and behavioural approaches (2020)Evacuation Dynamics: Empirical Results, Modeling and Applications (2009)Experimental study of the behavioural mechanisms underlying self-organization in human crowds (2009)Evacuation Dynamics: Empirical Results, Modeling and Applications (2011)
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References

  • 1995Social force model for pedestrian dynamics7,112 cited
  • 2000Simulating dynamical features of escape panic5,004 cited
  • 2011How simple rules determine pedestrian behavior and crowd disasters1,224 cited
  • 2003Pedestrian route-choice and activity scheduling theory and models854 cited
  • 2001Self-Organizing Pedestrian Movement788 cited
  • 2005Modifications of the Helbing-Molnár-Farkas-Vicsek Social Force Model for Pedestrian Evolution438 cited
  • 2008Social influence during the initial phase of a fire evacuation—Analysis of evacuation experiments in a cinema theatre247 cited
  • 2011Agent-based modeling of a multi-room multi-floor building emergency evacuation120 cited
  • 2010Adaptive pedestrian dynamics based on geodesics95 cited
  • 2015Selfishness- and Selflessness-based models of pedestrian room evacuation92 cited
  • 2018Redefining the role of obstacles in pedestrian evacuation91 cited
  • 2014Waiting pedestrians in the social force model82 cited

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