Search Results for author: Ahalya Prabhakar

Found 5 papers, 0 papers with code

Proceedings of the AI-HRI Symposium at AAAI-FSS 2022

no code implementations28 Sep 2022 Zhao Han, Emmanuel Senft, Muneeb I. Ahmad, Shelly Bagchi, Amir Yazdani, Jason R. Wilson, Boyoung Kim, Ruchen Wen, Justin W. Hart, Daniel Hernández García, Matteo Leonetti, Ross Mead, Reuth Mirsky, Ahalya Prabhakar, Megan L. Zimmerman

The Artificial Intelligence (AI) for Human-Robot Interaction (HRI) Symposium has been a successful venue of discussion and collaboration on AI theory and methods aimed at HRI since 2014.

An Ergodic Measure for Active Learning From Equilibrium

no code implementations5 Jun 2020 Ian Abraham, Ahalya Prabhakar, Todd D. Murphey

We show that our method is able to maintain Lyapunov attractiveness with respect to the equilibrium task while actively generating data for learning tasks such, as Bayesian optimization, model learning, and off-policy reinforcement learning.

Active Learning Robotics

Active Area Coverage from Equilibrium

no code implementations8 Feb 2019 Ian Abraham, Ahalya Prabhakar, Todd D. Murphey

This paper develops a method for robots to integrate stability into actively seeking out informative measurements through coverage.

Robotics

Autonomous Visual Rendering using Physical Motion

no code implementations8 Sep 2017 Ahalya Prabhakar, Anastasia Mavrommati, Jarvis Schultz, Todd Murphey

This paper addresses the problem of enabling a robot to represent and recreate visual information through physical motion, focusing on drawing using pens, brushes, or other tools.

Robotics

Ergodic Exploration using Binary Sensing for Non-Parametric Shape Estimation

no code implementations5 Sep 2017 Ian Abraham, Ahalya Prabhakar, Mitra J. Z. Hartmann, Todd D. Murphey

Current methods to estimate object shape---using either vision or touch---generally depend on high-resolution sensing.

Robotics

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