2022
Particle-Based Score Estimation for State Space Model Learning in Autonomous Driving
CoRL 2022poster
Multi-object state estimation is a fundamental problem for robotic applications where a robot must interact with other moving objects. Typically, other objects' relevant state features are not directly observable, and must instead be inferred from observations. Particle filtering can perform such in…