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I would suggest reading up on SLAM, particularly particle filter SLAM. https://www.youtube.com/watch?v=aUkBa1zMKv4 It seems the robot can't find itself due to the similarity of map regions. What's the laser range? You can also have a discrepancy in unit size between odometry/grid map/laser data.