Articles with "inference mpc" as a keyword



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Spatiotemporal Costmap Inference for MPC Via Deep Inverse Reinforcement Learning

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Published in 2022 at "IEEE Robotics and Automation Letters"

DOI: 10.1109/lra.2022.3146635

Abstract: It can be difficult to autonomously produce driver behavior so that it appears natural to other traffic participants. Through Inverse Reinforcement Learning (IRL), we can automate this process by learning the underlying reward function from… read more here.

Keywords: costmap inference; reinforcement learning; inference mpc; inverse reinforcement ... See more keywords