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2017
Abraham, I., A. Prabhakar, M. J. Z. Hartmann, and T. D. Murphey, "Ergodic Exploration using Binary Sensing for Non-Parametric Shape Estimation", IEEE Robotics and Automation Letters, vol. 2, issue 2, pp. 827-834, 2017.  (2.25 MB) (10.19 MB)
Abraham, I., G. De La Torre, and T. D. Murphey, "Model-Based Control Using Koopman Operators", Robotics: Science and Systems, 2017.  (2.38 MB) (8.34 MB)
2018
Mavrommati, A., E. Tzorakoleftherakis, I. Abraham, and T. D. Murphey, "Real-Time Area Coverage and Target Localization Using Receding-Horizon Ergodic Exploration", IEEE Transactions on Robotics, issue 34, pp. 62-80, Jan-01-2017, 2018.  (5.62 MB) (6.23 MB) (10.28 MB)
Abraham, I., and T. D. Murphey, "Decentralized Ergodic Control: Distribution-Driven Sensing and Exploration for Multiagent Systems", IEEE Robotics and Automation Letters, vol. 3, pp. 2987-2994, Oct, 2018.  (1.6 MB) (4.54 MB)
Abraham, I., A. Mavrommati, and T. D. Murphey, "Data-Driven Measurement Models for Active Localization in Sparse Environments", Proceedings of Robotics: Science and Systems, 2018.  (4.8 MB) (21.47 MB)
Broad, A., I. Abraham, T. D. Murphey, and B. Argall, "Structured Neural Network Dynamics for Model-based Control", Learning and Inference in Robotics (LAIR) Workshop, 2018.  (344.59 KB)