Tiago Rodrigues de Almeida

Trajectory Prediction for Heterogeneous Agents: A Performance Analysis on Small and Imbalanced Datasets

Robots and other intelligent systems navigating in complex dynamic environments should predict future actions and intentions of surrounding agents to reach their goals efficiently and avoid collisions. The dynamics of those agents strongly depends on their tasks, roles, or observable labels. Class-c