Presentation

CCP: Configurable Crowd Profiles
SessionTechnical Papers
Authors
Panayiotis Charalambous
Andreas Panayiotou
Marilena Lemonari
Yiorgos Chrysanthou
Theodoros Kyriakou
Event Type
Technical Paper
Interest Areas
Research & Education
Presentation Types
Virtual
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Virtual Conference
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DescriptionWe present a reinforcement learning based framework to learn multiple agent behaviors concurrently. We optimize the agent policy by varying the importance of selected behaviors (goal seeking, collision avoidance, interaction with environment, and grouping) while training. These combinations define multiple different profiles that can dynamically be defined during simulation time.
Authors
Panayiotis Charalambous
CYENS - Center of Excellence
Andreas Panayiotou
CYENS - Center of Excellence
Marilena Lemonari
University of Cyprus
Yiorgos Chrysanthou
University of Cyprus
CYENS - Center of Excellence
Theodoros Kyriakou
CYENS - Center of Excellence