Publications

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Journal Article
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)
Conference Paper
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)
Journal Article
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)
Conference Paper
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)
Journal Article
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)
Conference Paper
Abraham, I., A. Prabhakar, and T. D. Murphey, "Active Area Coverage from Equilibrium", Workshop on the Algorithmic Foundations of Robotics (WAFR), 2018.  (810.61 KB) (164.6 KB) (2.9 MB)