Artículos relacionados a Markov Decision Processes and the Belief-Desire-Intention...
Markov Decision Processes and the Belief-Desire-Intention Model: Bridging the Gap for Autonomous Agents (SpringerBriefs in Computer Science) - Tapa blanda
Sinopsis
In this work, we provide a treatment of the relationship between two models that have been widely used in the implementation of autonomous agents: the Belief DesireIntention (B.D.I.) model and Markov Decision Processes (M.D.P.s). We start with an informal description of the relationship, identifying the common features of the two approaches and the differences between them. Then we hone our understanding of these differences through an empirical analysis of the performance of both models on the TileWorld testbed. This allows us to show that even though the M.D.P. model displays consistently better behavior than the B.D.I./ model for small worlds, this is not the case when the world becomes large and the M.D.P. model cannot be solved exactly. Finally we present a theoretical analysis of the relationship between the two approaches, identifying mappings that allow us to extract a set of intentions from a policy (a solution to an M.D.P.), and to extract a policy from a set of intentions.
"Sinopsis" puede pertenecer a otra edición de este libro.
Reseña del editor
In this work, we provide a treatment of the relationship between two models that have been widely used in the implementation of autonomous agents: the Belief DesireIntention (B.D.I.) model and Markov Decision Processes (M.D.P.s). We start with an informal description of the relationship, identifying the common features of the two approaches and the differences between them. Then we hone our understanding of these differences through an empirical analysis of the performance of both models on the TileWorld testbed. This allows us to show that even though the M.D.P. model displays consistently better behavior than the B.D.I./ model for small worlds, this is not the case when the world becomes large and the M.D.P. model cannot be solved exactly. Finally we present a theoretical analysis of the relationship between the two approaches, identifying mappings that allow us to extract a set of intentions from a policy (a solution to an M.D.P.), and to extract a policy from a set of intentions.
"Sobre este título" puede pertenecer a otra edición de este libro.
- EditorialSpringer
- Año de publicación2011
- ISBN 10 1461414717
- ISBN 13 9781461414711
- EncuadernaciónTapa blanda
- IdiomaInglés
- Número de páginas72
- Contacto del fabricanteno disponible
Comprar nuevo
Ver este artículo
EUR 53,49
EUR 11,00 gastos de envío desde Alemania a España
Destinos, gastos y plazos de envío
Resultados de la búsqueda para Markov Decision Processes and the Belief-Desire-Intention...
Imagen de archivo
Markov Decision Processes and the Belief-Desire-Intention Model : Bridging the Gap for Autonomous Agents
Publicado por
Springer New York, 2011
ISBN 10: 1461414717
ISBN 13: 9781461414711
Antiguo o usado
Tapa blanda
Librería: Buchpark, Trebbin, Alemania
Calificación del vendedor: 5 de 5 estrellas
Condición: Sehr gut. Zustand: Sehr gut | Seiten: 72 | Sprache: Englisch | Produktart: Bücher. Nº de ref. del artículo: 11009662/12
Cantidad disponible: 1 disponibles
Imagen del vendedor
Markov Decision Processes and the Belief-Desire-Intention Model
Publicado por
Springer New York Sep 2011, 2011
ISBN 10: 1461414717
ISBN 13: 9781461414711
Nuevo
Taschenbuch
Librería: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -In this work, we provide a treatment of the relationship between two models that have been widely used in the implementation of autonomous agents: the Belief DesireIntention (BDI) model and Markov Decision Processes (MDPs). We start with an informal description of the relationship, identifying the common features of the two approaches and the differences between them. Then we hone our understanding of these differences through an empirical analysis of the performance of both models on the TileWorld testbed. This allows us to show that even though the MDP model displays consistently better behavior than the BDI model for small worlds, this is not the case when the world becomes large and the MDP model cannot be solved exactly. Finally we present a theoretical analysis of the relationship between the two approaches, identifying mappings that allow us to extract a set of intentions from a policy (a solution to an MDP), and to extract a policy from a set of intentions. 72 pp. Englisch. Nº de ref. del artículo: 9781461414711
Cantidad disponible: 2 disponibles
Imagen del vendedor
Markov Decision Processes and the Belief-Desire-Intention Model
Publicado por
Springer New York, 2011
ISBN 10: 1461414717
ISBN 13: 9781461414711
Nuevo
Kartoniert / Broschiert
Librería: moluna, Greven, Alemania
Calificación del vendedor: 5 de 5 estrellas
Kartoniert / Broschiert. Condición: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. In this work, we provide a treatment of the relationship between two models that have been widely used in the implementation of autonomous agents: the Belief DesireIntention (BDI) model and Markov Decision Processes (MDPs). We start with an informal desc. Nº de ref. del artículo: 4197136
Cantidad disponible: Más de 20 disponibles
Imagen del vendedor
Markov Decision Processes and the Belief-Desire-Intention Model : Bridging the Gap for Autonomous Agents
Publicado por
Springer New York, Springer US, 2011
ISBN 10: 1461414717
ISBN 13: 9781461414711
Nuevo
Taschenbuch
Librería: AHA-BUCH GmbH, Einbeck, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: Neu. Druck auf Anfrage Neuware - Printed after ordering - In this work, we provide a treatment of the relationship between two models that have been widely used in the implementation of autonomous agents: the Belief DesireIntention (BDI) model and Markov Decision Processes (MDPs). We start with an informal description of the relationship, identifying the common features of the two approaches and the differences between them. Then we hone our understanding of these differences through an empirical analysis of the performance of both models on the TileWorld testbed. This allows us to show that even though the MDP model displays consistently better behavior than the BDI model for small worlds, this is not the case when the world becomes large and the MDP model cannot be solved exactly. Finally we present a theoretical analysis of the relationship between the two approaches, identifying mappings that allow us to extract a set of intentions from a policy (a solution to an MDP), and to extract a policy from a set of intentions. Nº de ref. del artículo: 9781461414711
Cantidad disponible: 1 disponibles
Imagen de archivo
Markov Decision Processes and the Belief-Desire-Intention Model: Bridging the Gap for Autonomous Agents (SpringerBriefs in Computer Science)
Librería: Ria Christie Collections, Uxbridge, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Condición: New. In. Nº de ref. del artículo: ria9781461414711_new
Cantidad disponible: Más de 20 disponibles
Imagen del vendedor
Markov Decision Processes and the Belief-desire-intention Model : Bridging the Gap for Autonomous Agents
Librería: GreatBookPrices, Columbia, MD, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Nº de ref. del artículo: 12935479-n
Cantidad disponible: Más de 20 disponibles
Imagen de archivo
Markov Decision Processes and the Belief-Desire-Intention Model : Bridging the Gap for Autonomous Agents
Librería: Chiron Media, Wallingford, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
PF. Condición: New. Nº de ref. del artículo: 6666-IUK-9781461414711
Cantidad disponible: 10 disponibles
Imagen del vendedor
Markov Decision Processes and the Belief-desire-intention Model : Bridging the Gap for Autonomous Agents
Librería: GreatBookPricesUK, Woodford Green, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Nº de ref. del artículo: 12935479-n
Cantidad disponible: Más de 20 disponibles
Imagen de archivo
Markov Decision Processes and the Belief-Desire-Intention Model: Bridging the Gap for Autonomous Agents
Publicado por
Springer-Verlag New York Inc., 2011
ISBN 10: 1461414717
ISBN 13: 9781461414711
Nuevo
Paperback / softback
Librería: THE SAINT BOOKSTORE, Southport, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Paperback / softback. Condición: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 145. Nº de ref. del artículo: C9781461414711
Cantidad disponible: Más de 20 disponibles
Imagen de archivo
Simari:Markov Decision Processes and th (eng)
Impresión bajo demandaLibrería: Brook Bookstore On Demand, Napoli, NA, Italia
Calificación del vendedor: 5 de 5 estrellas
Condición: new. Questo è un articolo print on demand. Nº de ref. del artículo: ad1680d36e0847933631b8afad5297be
Cantidad disponible: Más de 20 disponibles