Luc Holzherr

Efficient Multi-scale POMDPs for Robotic Object Search and Delivery

We present a novel hierarchical POMDP framework to solve an object search and delivery task where the agent is given a prior belief about the possible item locations. Solving POMDPs is computationally demanding and, as such, applications have typically been limited to small environments. The propose…