Built an algorithm to estimate robot pose using an inhouse stereo rig; implemented camera calibration, rectification, feature matching, and essential matrix decomposition for Visual Odometry.
Using prior knowledge to improve Reinforcement Learning (RL) in mobile robotics
2019
LIDAR-based Triton robot follows the right wall in a simulated maze using RL; prior knowledge from LIDAR; achieved 20× faster training.