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Backtracking temporal logic synthesis for uncertain environments |
Abstract |
This paper considers the problem of synthe … This paper considers the problem of synthesizing correct-by-construction robotic controllers in environments with uncertain but fixed structure. âEnvironmentâ has two notions in this work: a map or âworldâ in which some controlled agent must operate and navigate (i.e. evolve in a configuration space with obstacles); and an adversarial player that selects con- tinuous and discrete variables to try to make the agent fail (as in a game). Both the robot and the environment are subjected to behavioral specifications expressed as an assume-guarantee linear temporal logic (LTL) formula. We then consider how to efficiently modify the synthesized controller when the robot encounters unexpected changes in its environment. The crucial insight is that a portion of this problem takes place in a metric space, which provides a notion of nearness. Thus if a nominal plan fails, we need not resynthesize it entirely, but instead can âpatchâ it locally. We present an algorithm for doing this, prove soundness, and demonstrate it on an example gridworld. nd demonstrate it on an example gridworld. +
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Authors | Scott C. Livingston, Richard M. Murray and Joel W. Burdick + |
Funding | Correct-by-Construction Synthesis of Control Protocols for Aerospace Systems + |
ID | 2011h + |
Source | 2012 International Conference on Robotics and Automation (ICRA), submitted + |
Tag | lmb12-icra + |
Title | Backtracking temporal logic synthesis for uncertain environments + |
Type | Conference Paper + |
Categories | Papers |
Modification date This property is a special property in this wiki.
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6 June 2016 16:51:11 + |
URL This property is a special property in this wiki.
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http://www.cds.caltech.edu/~murray/preprints/lmb12-icra_s.pdf + |
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Backtracking temporal logic synthesis for uncertain environments + | Title |
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