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A Concise Introduction to Decentralized POMDPs / / by Frans A. Oliehoek, Christopher Amato
| A Concise Introduction to Decentralized POMDPs / / by Frans A. Oliehoek, Christopher Amato |
| Autore | Oliehoek Frans A |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (146 p.) |
| Disciplina | 658.403 |
| Collana | SpringerBriefs in Intelligent Systems, Artificial Intelligence, Multiagent Systems, and Cognitive Robotics |
| Soggetto topico |
Artificial intelligence
Control engineering Robotics Mechatronics Mathematical optimization Artificial Intelligence Control, Robotics, Mechatronics Optimization |
| ISBN | 3-319-28929-2 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Multiagent Systems Under Uncertainty -- The Decentralized POMDP Framework -- Finite-Horizon Dec-POMDPs -- Exact Finite-Horizon Planning Methods -- Approximate and Heuristic Finite-Horizon Planning Methods -- Infinite-Horizon Dec-POMDPs -- Infinite-Horizon Planning Methods: Discounted Cumulative Reward -- Infinite-Horizon Planning Methods: Average Reward -- Further Topics. |
| Record Nr. | UNINA-9910255017203321 |
Oliehoek Frans A
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Value-based planning for teams of agents in stochastic partially observable environments [[electronic resource] /] / door Frans Adriaan Oliehoek
| Value-based planning for teams of agents in stochastic partially observable environments [[electronic resource] /] / door Frans Adriaan Oliehoek |
| Autore | Oliehoek Frans A |
| Pubbl/distr/stampa | [Amsterdam], : Amsterdam University Press, 2010 |
| Descrizione fisica | 1 online resource (222 p.) |
| Disciplina | 510 |
| Collana | UvA proefschriften |
| Soggetto topico | Mathematics |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-282-63390-2
9786612633904 90-485-1230-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction; Decision-Theoretic Planning for Teams of Agents; Optimal Value Functions for Dec-POMDPs; Approximate Value Functions & Heuristic Policy Search; Factored Dec-POMDPs: Exploiting Locality of Interaction; Lossless Clustering of Histories; Conclusions and Discussion; Summary; Samenvatting; Problem Specifications; Immediate Reward Value Function Formulations; Formalization of Regression to Factored Q-Value Functions; Proofs; Bibliography; Acknowledgments |
| Record Nr. | UNINA-9910458386903321 |
|
Oliehoek Frans A
|
||
| [Amsterdam], : Amsterdam University Press, 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Value-based planning for teams of agents in stochastic partially observable environments [[electronic resource] /] / door Frans Adriaan Oliehoek
| Value-based planning for teams of agents in stochastic partially observable environments [[electronic resource] /] / door Frans Adriaan Oliehoek |
| Autore | Oliehoek Frans A |
| Pubbl/distr/stampa | [Amsterdam], : Amsterdam University Press, 2010 |
| Descrizione fisica | 1 online resource (222 p.) |
| Disciplina | 510 |
| Collana | UvA proefschriften |
| Soggetto topico | Mathematics |
| ISBN |
1-282-63390-2
9786612633904 90-485-1230-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction; Decision-Theoretic Planning for Teams of Agents; Optimal Value Functions for Dec-POMDPs; Approximate Value Functions & Heuristic Policy Search; Factored Dec-POMDPs: Exploiting Locality of Interaction; Lossless Clustering of Histories; Conclusions and Discussion; Summary; Samenvatting; Problem Specifications; Immediate Reward Value Function Formulations; Formalization of Regression to Factored Q-Value Functions; Proofs; Bibliography; Acknowledgments |
| Record Nr. | UNINA-9910791345303321 |
|
Oliehoek Frans A
|
||
| [Amsterdam], : Amsterdam University Press, 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Value-based planning for teams of agents in stochastic partially observable environments [[electronic resource] /] / door Frans Adriaan Oliehoek
| Value-based planning for teams of agents in stochastic partially observable environments [[electronic resource] /] / door Frans Adriaan Oliehoek |
| Autore | Oliehoek Frans A |
| Pubbl/distr/stampa | [Amsterdam], : Amsterdam University Press, 2010 |
| Descrizione fisica | 1 online resource (222 p.) |
| Disciplina | 510 |
| Collana | UvA proefschriften |
| Soggetto topico | Mathematics |
| ISBN |
1-282-63390-2
9786612633904 90-485-1230-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction; Decision-Theoretic Planning for Teams of Agents; Optimal Value Functions for Dec-POMDPs; Approximate Value Functions & Heuristic Policy Search; Factored Dec-POMDPs: Exploiting Locality of Interaction; Lossless Clustering of Histories; Conclusions and Discussion; Summary; Samenvatting; Problem Specifications; Immediate Reward Value Function Formulations; Formalization of Regression to Factored Q-Value Functions; Proofs; Bibliography; Acknowledgments |
| Record Nr. | UNINA-9910827023303321 |
|
Oliehoek Frans A
|
||
| [Amsterdam], : Amsterdam University Press, 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||