Vec-QMDP: Vectorized POMDP Planning on CPUs for Real-Time Autonomous Driving

Xuanjin Jin, Yanxin Dong, Bin Sun +4

Planning under uncertainty for real-world robotics tasks, such as autonomous driving, requires reasoning in enormous high-dimensional belief spaces, rendering the problem computati…