Attributes | Values |
---|
rdf:type
| |
Description
| - In this paper we deal with possibilities of using case-based reasoning methods for improvement of autonomous robot navigation in a partially known dynamic environment. We describe CBR approaches to both levels of navigation, global and local, but the main attention is focused on a path planning problem. The aim is to help with the search of paths between two points without collisions with known and unknown obstacles. At the same time, minimizing the length, difficulty and risk of paths is needed. The ennvironment can be modeled by a two-dimensional grid or as a continuous space in which known obstacles and unattainable areas are defined. Verified paths are stored in a case base along with information about its properties. When proposing a path, first of all, the most similar already used paths are found. Then they are adapted to the new problem. When no sufficiently resembling paths are found, we use other methods for searching for the path (local search, genetic algorithms, etc.).
- In this paper we deal with possibilities of using case-based reasoning methods for improvement of autonomous robot navigation in a partially known dynamic environment. We describe CBR approaches to both levels of navigation, global and local, but the main attention is focused on a path planning problem. The aim is to help with the search of paths between two points without collisions with known and unknown obstacles. At the same time, minimizing the length, difficulty and risk of paths is needed. The ennvironment can be modeled by a two-dimensional grid or as a continuous space in which known obstacles and unattainable areas are defined. Verified paths are stored in a case base along with information about its properties. When proposing a path, first of all, the most similar already used paths are found. Then they are adapted to the new problem. When no sufficiently resembling paths are found, we use other methods for searching for the path (local search, genetic algorithms, etc.). (en)
|
Title
| - Case-Based Reasoning Approaches to Robot Navigation
- Case-Based Reasoning Approaches to Robot Navigation (en)
|
skos:prefLabel
| - Case-Based Reasoning Approaches to Robot Navigation
- Case-Based Reasoning Approaches to Robot Navigation (en)
|
skos:notation
| - RIV/00216305:26210/03:PU40931!RIV/2004/MSM/262104/N
|
http://linked.open.../vavai/riv/strany
| |
http://linked.open...avai/riv/aktivita
| |
http://linked.open...avai/riv/aktivity
| - Z(MSM 261100009), Z(MSM 262100024)
|
http://linked.open...vai/riv/dodaniDat
| |
http://linked.open...aciTvurceVysledku
| |
http://linked.open.../riv/druhVysledku
| |
http://linked.open...iv/duvernostUdaju
| |
http://linked.open...titaPredkladatele
| |
http://linked.open...dnocenehoVysledku
| |
http://linked.open...ai/riv/idVysledku
| - RIV/00216305:26210/03:PU40931
|
http://linked.open...riv/jazykVysledku
| |
http://linked.open.../riv/klicovaSlova
| - case-based reasoning, robot navigation, path planning (en)
|
http://linked.open.../riv/klicoveSlovo
| |
http://linked.open...ontrolniKodProRIV
| |
http://linked.open...v/mistoKonaniAkce
| |
http://linked.open...i/riv/mistoVydani
| |
http://linked.open...i/riv/nazevZdroje
| - Proceedings of the 9th International Conference on Soft Computing MENDEL 2003
|
http://linked.open...in/vavai/riv/obor
| |
http://linked.open...ichTvurcuVysledku
| |
http://linked.open...cetTvurcuVysledku
| |
http://linked.open...ocetUcastnikuAkce
| |
http://linked.open...nichUcastnikuAkce
| |
http://linked.open...UplatneniVysledku
| |
http://linked.open...iv/tvurceVysledku
| - Dvořák, Jiří
- Hodál, Jaroslav
|
http://linked.open...vavai/riv/typAkce
| |
http://linked.open.../riv/zahajeniAkce
| |
http://linked.open...n/vavai/riv/zamer
| |
number of pages
| |
http://purl.org/ne...btex#hasPublisher
| - Vysoké učení technické v Brně. Fakulta strojního inženýrství
|
https://schema.org/isbn
| |
http://localhost/t...ganizacniJednotka
| |