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Differential Dynamic Programming for Optimal Estimation
(Georgia Institute of Technology, 2015-05)
This paper studies an optimization-based approach for solving optimal estimation and optimal control problems through a unified computational formulation. The goal is to perform trajectory estimation over extended past ...
Behavioral Models of the Praying Mantis as a Basis for Robotic Behavior
(Georgia Institute of Technology, 1999)
Formal models of animal sensorimotor behavior can provide effective methods
for generating robotic intelligence. In this article we describe how schema-theoretic
models of the praying mantis derived from behavioral and ...
Selection of Behavioral Parameters: Integration of Discontinuous Switching via Case-Based Reasoning with Continuous Adaptation via Learning Momentum
(Georgia Institute of Technology, 2001)
This paper studies the effects of the integration of
two learning algorithms, Case-Based Reasoning (CBR)
and Learning Momentum (LM), for the selection of
behavioral parameters in real-time for robotic
navigational ...
A Neural Schema Architecture for Autonomous Robots
(Georgia Institute of Technology, 1998)
As autonomous robots become more complex in their behavior, more sophisticated software
architectures are required to support the ever more sophisticated robotics software. These
software architectures must support complex ...
An Ethological and Emotional Basis for Human-Robot Interaction
(Georgia Institute of Technology, 2002)
This paper presents the role of ethological and
emotional models as the basis for an architecture in
support of entertainment robotic systems. Specific
examples for Sony’s AIBO are presented as well as
extensions related ...
Ethological Modeling and Architecture for an Entertainment Robot
(Georgia Institute of Technology, 2001)
This paper presents a novel method for creating high-fidelity
models of animal behavior for use in robotic systems based on
a behavioral systems approach, and describes in particular
how an ethological model of a domestic ...
Exploring Unknown Structured Environments
(Georgia Institute of Technology, 2001)
This paper presents perceptual algorithms for corridor navigation,
door detection and entry that can be used for exploration
of an unknown floor of a building. The algorithms are
fairly robust to sensor noise, do not ...
Adaptive Teams of Autonomous Aerial and Ground Robots for Situational Awareness
(Georgia Institute of Technology, 2007)
In this paper, we report on the integration challenges of the various component
technologies developed towards the establishment of a framework for deploying
an adaptive system of heterogeneous robots for urban surveillance. ...
From Deliberative to Routine Behaviors: a Cognitively-Inspired Action Selection Mechanism for Routine Behavior Capture
(Georgia Institute of Technology, 2006-11-06)
Long-term human-robot interaction, especially in the case of humanoid robots, requires an
adaptable and varied behavior base. In this work we present a method for capturing, or learning,
sequential tasks by transferring ...
Using the CONDENSATION Algorithm for Robust, Vision-Based Mobile Robot Localization
(Georgia Institute of Technology, 1999)
To navigate reliably in indoor environments, a mobile
robot must know where it is. This includes both the ability
of globally localizing the robot from scratch, as well
as tracking the robot’s position once its location ...