2020
Latent Belief Space Motion Planning under Cost, Dynamics, and Intent Uncertainty
RSS 2020poster
Autonomous agents are limited in their ability to observe the world state. Partially observable Markov decision processes (POMDPs) model planning under world state uncertainty, but POMDPs with multimodal beliefs, continuous actions, and nonlinear dynamics suitable for robotics applications are chall…