[图书][B] Learning to learn with gradients

CB Finn - 2018 - search.proquest.com
Humans have a remarkable ability to learn new concepts from only a few examples and
quickly adapt to unforeseen circumstances. To do so, they build upon their prior experience …

Piecewise affine system identification of a hydraulic wind power transfer system

M Vaezi, A Izadian - IEEE Transactions on Control Systems …, 2015 - ieeexplore.ieee.org
Hydraulic wind power transfer systems exhibit a highly nonlinear dynamic influenced by
system actuator hysteresis and disturbances from wind speed and load torque. This paper …

Running beyond the bio-inspired regime

DW Haldane, RS Fearing - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
The X2-VelociRoACH is a 54 gram experimental legged robot which was developed to test
hypotheses about running with unnaturally high stride frequencies. It is capable of running at …

An integrated framework for scheduling and control using fast model predictive control

J Zhuge, MG Ierapetritou - AIChE Journal, 2015 - Wiley Online Library
Integration of scheduling and control involves extensive information exchange and
simultaneous decision making in industrial practice (Engell and Harjunkoski, Comput Chem …

Learning image-conditioned dynamics models for control of underactuated legged millirobots

A Nagabandi, G Yang, T Asmar… - 2018 IEEE/RSJ …, 2018 - ieeexplore.ieee.org
Millirobots are a promising robotic platform for many applications due to their small size and
low manufacturing costs. Legged millirobots, in particular, can provide increased mobility in …

Robot adaptation to unstructured terrains by joint representation and apprenticeship learning

S Siva, M Wigness, J Rogers, H Zhang - Robotics: science and systems, 2019 - par.nsf.gov
When a mobile robot is deployed in a field environment, eg, during a disaster response
application, the capability of adapting its navigational behaviors to unstructured terrains is …

Fault detection and identification for a class of continuous piecewise affine systems with unknown subsystems and partitions

N Moustakis, B Zhou, T Le Quang… - International Journal of …, 2018 - Wiley Online Library
This paper establishes a novel online fault detection and identification strategy for a class of
continuous piecewise affine (PWA) systems, namely, bimodal and trimodal PWA systems …

Roll oscillation modulated turning in dynamic millirobots

DW Haldane, RS Fearing - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
As we seek to develop more maneuverable legged robots, we need to understand the
dynamics of legged turning in an approachable fashion. In this work, we analyze the …

Parameterizable FPGA-based Kalman filter coprocessor using piecewise affine modeling

A Mills, PH Jones, J Zambreno - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
The Kalman Filter is a robust tool often employed as a plant observer in control systems.
However, in the general case the high computational cost, especially for large system …

Reactive Multi-Robot Navigation in Outdoor Environments Through Uncertainty-Aware Active Learning of Human Preference Landscape

C Huang, W Zang, C Pinciroli, ZJ Li, T Banerjee… - arXiv preprint arXiv …, 2024 - arxiv.org
Compared with single robots, Multi-Robot Systems (MRS) can perform missions more
efficiently due to the presence of multiple members with diverse capabilities. However …