A Concise Introduction to Decentralized POMDPs
| Author | : Frans A. Oliehoek |
| Publisher | : Springer |
| Total Pages | : 146 |
| Release | : 2016-06-03 |
| ISBN-10 | : 9783319289298 |
| ISBN-13 | : 3319289292 |
| Rating | : 4/5 (292 Downloads) |
Book Synopsis A Concise Introduction to Decentralized POMDPs by : Frans A. Oliehoek
Download or read book A Concise Introduction to Decentralized POMDPs written by Frans A. Oliehoek and published by Springer. This book was released on 2016-06-03 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces multiagent planning under uncertainty as formalized by decentralized partially observable Markov decision processes (Dec-POMDPs). The intended audience is researchers and graduate students working in the fields of artificial intelligence related to sequential decision making: reinforcement learning, decision-theoretic planning for single agents, classical multiagent planning, decentralized control, and operations research.