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Reinforcement learning and dynamic programming using function approximators / / / Lucian Busoniu. [et al]
| Reinforcement learning and dynamic programming using function approximators / / / Lucian Busoniu. [et al] |
| Pubbl/distr/stampa | Boca Raton : , : CRC Press, , 2010 |
| Descrizione fisica | 1 online resource (285 p.) |
| Disciplina | 629.8/9 |
| Altri autori (Persone) | BusoniuLucian |
| Collana | Automation and control engineering |
| Soggetto topico |
Digital control systems
Dynamic programming |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-315-21793-7
1-282-90296-2 9786612902963 1-4398-2109-7 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Cover; Title; Copyright; Preface; About the authors; Contents; 1 Introduction; 2 An introduction to dynamic programming and reinforcement learning; 3 Dynamic programming and reinforcement learning in large and continuous spaces; 4 Approximate value iteration with a fuzzy representation; 5 Approximate policy iteration for online learning and continuous-action control; 6 Approximate policy search with cross-entropy optimization of basis functions; Appendix A: Extremely randomized trees; Appendix B: The cross-entropy method; Symbols and abbreviations; Bibliography; List of algorithms; Index |
| Record Nr. | UNINA-9910459050203321 |
| Boca Raton : , : CRC Press, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Reinforcement learning and dynamic programming using function approximators / / / Lucian Busoniu. [et al]
| Reinforcement learning and dynamic programming using function approximators / / / Lucian Busoniu. [et al] |
| Pubbl/distr/stampa | Boca Raton : , : CRC Press, , 2010 |
| Descrizione fisica | 1 online resource (285 p.) |
| Disciplina | 629.8/9 |
| Altri autori (Persone) | BusoniuLucian |
| Collana | Automation and control engineering |
| Soggetto topico |
Digital control systems
Dynamic programming |
| ISBN |
1-351-83382-0
1-315-21793-7 1-282-90296-2 9786612902963 1-4398-2109-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Cover; Title; Copyright; Preface; About the authors; Contents; 1 Introduction; 2 An introduction to dynamic programming and reinforcement learning; 3 Dynamic programming and reinforcement learning in large and continuous spaces; 4 Approximate value iteration with a fuzzy representation; 5 Approximate policy iteration for online learning and continuous-action control; 6 Approximate policy search with cross-entropy optimization of basis functions; Appendix A: Extremely randomized trees; Appendix B: The cross-entropy method; Symbols and abbreviations; Bibliography; List of algorithms; Index |
| Record Nr. | UNINA-9910785112203321 |
| Boca Raton : , : CRC Press, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Reinforcement learning and dynamic programming using function approximators / / / Lucian Busoniu. [et al]
| Reinforcement learning and dynamic programming using function approximators / / / Lucian Busoniu. [et al] |
| Pubbl/distr/stampa | Boca Raton : , : CRC Press, , 2010 |
| Descrizione fisica | 1 online resource (285 p.) |
| Disciplina | 629.8/9 |
| Altri autori (Persone) | BusoniuLucian |
| Collana | Automation and control engineering |
| Soggetto topico |
Digital control systems
Dynamic programming |
| ISBN |
1-351-83382-0
1-315-21793-7 1-282-90296-2 9786612902963 1-4398-2109-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Cover; Title; Copyright; Preface; About the authors; Contents; 1 Introduction; 2 An introduction to dynamic programming and reinforcement learning; 3 Dynamic programming and reinforcement learning in large and continuous spaces; 4 Approximate value iteration with a fuzzy representation; 5 Approximate policy iteration for online learning and continuous-action control; 6 Approximate policy search with cross-entropy optimization of basis functions; Appendix A: Extremely randomized trees; Appendix B: The cross-entropy method; Symbols and abbreviations; Bibliography; List of algorithms; Index |
| Record Nr. | UNINA-9910812661003321 |
| Boca Raton : , : CRC Press, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||