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This video provides some intuition around Pose Graph Optimization - a popular framework for solving the simultaneous localization and mapping (SLAM) problem in autonomous navigation.
Understanding SLAM Using Pose Graph Optimization | Autonomous Navigation, Part 3 - MATLAB