Definition of POMDP. Meaning of POMDP. Synonyms of POMDP

Here you will find one or more explanations in English for the word POMDP. Also in the bottom left of the page several parts of wikipedia pages related to the word POMDP and, of course, POMDP synonyms and on the right images related to the word POMDP.

Definition of POMDP

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Meaning of POMDP from wikipedia

- partially observable Markov decision process (POMDP) is a generalization of a Markov decision process (MDP). A POMDP models an agent decision process in which...
- The decentralized partially observable Markov decision process (Dec-POMDP) is a model for coordination and decision-making among multiple agents. It is...
- Monte Carlo POMDP (MC-POMDP) is the particle filter version for the partially observable Markov decision process (POMDP) algorithm. In MC-POMDP, particles...
- of dialogue state: A POMDP framework for spoken dialogue systems" (PDF). Computer Speech and Language. Young, Steve (2013). "POMDP-based Statistical Spoken...
- Markov decision process (POMDP) is a Markov decision process in which the state of the system is only partially observed. POMDPs are known to be NP complete...
- decision processes (MDPs), Partially Observable MDPs (POMDPs), and Decentralized POMDPs (Dec-POMDPs). His research is in the area of artificial intelligence...
- planning corresponds to a partially observable Markov decision process (POMDP). If there are more than one agent, we have multi-agent planning, which...
- Retrieved 27 December 2023. Co-evolving recurrent neurons learn deep memory POMDPs. Proc. GECCO, Washington, D. C., pp. 1795–1802, ACM Press, New York, NY...
- (PDF) (Report). Silver, David; Veness, Joel. "Monte-Carlo Planning in Large POMDPs" (PDF). 0.cs.ucl.ac.uk. Archived from the original (PDF) on July 18, 2016...
- Leslie P. Kaelbling, Michael L. Littman, and Anthony C****andra introduce POMDPs and a scalable method for solving them to the AI community, jumpstarting...