Yanglan Ou

AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting

Predicting accurate future trajectories of multiple agents is essential for autonomous systems but is challenging due to the complex interaction between agents and the uncertainty in each agent's future behavior. Forecasting multi-agent trajectories requires modeling two key dimensions: (1) time dim…