Abstraction-Based Planning for Uncertainty-Aware Legged Navigation

This article addresses the problem of temporal-logic-based planning for bipedal robots in uncertain environments. We first propose an Interval Markov Decision Process abstraction of bipedal locomotion (IMDP-BL). Motion perturbations from multiple sources of uncertainty are incorporated into our mode...

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Bibliographic Details
Main Authors: Jesse Jiang, Samuel Coogan, Ye Zhao
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Open Journal of Control Systems
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10184473/