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20122024
most citedParallelizing Exploration-Exploitation Tradeoffs with Gaussian Process Bandit Optimization

69 citations · 462 across the 66 of their papers we have counts for

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Showing 2020Show all

14 papers · 1 filter

cs.RO2020★ 1 cited

Autonomous Spot: Long-Range Autonomous Exploration of Extreme Environments with Legged Locomotion

Amanda Bouman, Muhammad Fadhil Ginting, Nikhilesh Alatur +8

This paper serves as one of the first efforts to enable large-scale and long-duration autonomy using the Boston Dynamics Spot robot. Motivated by exploring extreme environments, pa…

eess.SY2020

Risk-Sensitive Motion Planning using Entropic Value-at-Risk

Anushri Dixit, Mohamadreza Ahmadi, Joel W. Burdick

We consider the problem of risk-sensitive motion planning in the presence of randomly moving obstacles. To this end, we adopt a model predictive control (MPC) scheme and pose the o…

cs.RO2020

ROIAL: Region of Interest Active Learning for Characterizing Exoskeleton Gait Preference Landscapes

Kejun Li, Maegan Tucker, Erdem Bıyık +6

Characterizing what types of exoskeleton gaits are comfortable for users, and understanding the science of walking more generally, require recovering a user's utility landscape. Le…

cs.RO2020★ 1 cited

Motivations and Preliminary Design for Mid-Air Deployment of a Science Rotorcraft on Mars

Jeff Delaune, Jacob Izraelevitz, Larry A. Young +18

Mid-Air Deployment (MAD) of a rotorcraft during Entry, Descent and Landing (EDL) on Mars eliminates the need to carry a propulsion or airbag landing system. This reduces the total…

cs.CV2020★ 3 cited

daVinciNet: Joint Prediction of Motion and Surgical State in Robot-Assisted Surgery

Yidan Qin, Seyedshams Feyzabadi, Max Allan +2

This paper presents a technique to concurrently and jointly predict the future trajectories of surgical instruments and the future state(s) of surgical subtasks in robot-assisted s…

cs.RO2020★ 19 cited

A Unified NMPC Scheme for MAVs Navigation with 3D Collision Avoidance under Position Uncertainty

Sina Sharif Mansouri, Christoforos Kanellakis, Bjorn Lindqvist +4

This article proposes a novel Nonlinear Model Predictive Control (NMPC) framework for Micro Aerial Vehicle (MAV) autonomous navigation in constrained environments. The introduced f…