Presentation

CCP: Configurable Crowd Profiles
Event Type
Technical Paper
Presentation Types
In Person
Interest Areas
Research & Education
Recordings
This session WILL NOT be recorded.
Registration Categories
Full Conference Supporter
Full Conference
Exhibitor Additional Full Conference
Exhibitor Full Conference
Keywords
Animation/Simulation
TimeThursday, 11 August 202211:25am - 11:30am PDT
LocationEast Building, Room 1-3
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.