Decentralized Pomdps

Decentralized POMDPs is a multi-agent decision-theoretic framework that extends the Partially Observable Markov Decision Process by modeling cooperative decision-making under uncertainty in systems where multiple agents operate with decentralized information and independently select actions based on their local observations.

101

Publications

Citations

168

Authors

101

Institutions

Publications per year

2017–2026

Variants

Decentralized Partially Observable Markov Decision Processes

Parents

Partially Observable Markov Decision Processes

Publications

101

Taming decentralized POMDPs: towards efficient policy computation for multiagent settings

Ranjit Nair, Milind Tambe, Makoto Yokoo et al. · 2003 · 330 citations

Computing, Computer Science, Algorithms +14

Decentralized Stochastic Control with Partial History Sharing: A Common Information Approach

Ashutosh Nayyar, Aditya Mahajan, Demosthenis Teneketzis · IEEE Transactions on Automatic Control · 2013 · 282 citations

Business, Computer Science, Distributed Systems +14

Optimal and Approximate Q-value Functions for Decentralized POMDPs

Journal of Artificial Intelligence Research · 2008 · 247 citations · Full text

Business, Decision Sciences, Algorithms +13

Coordinated Multi-Microgrids Optimal Control Algorithm for Smart Distribution Management System

Jiang Wu, Xiaohong Guan · IEEE Transactions on Smart Grid · 2013 · 199 citations

Computing, Autonomous Systems, Distributed Systems +16

MAA*: A Heuristic Search Algorithm for Solving Decentralized POMDPs

Daniel Szer, François Charpillet, Shlomo Zilberstein · arXiv (Cornell University) · 2012 · 157 citations · Full text

Computing, Autonomous Systems, Computer Science +17

1–5 of 101

Authors

168

SZ
Shlomo Zilberstein
University of Massachusetts Amherst, United States
23 publications · 1.2K citations
19
h-index
CA
Christopher Amato
Massachusetts Institute of Technology, United States
23 publications · 1.1K citations
17
h-index
JP
Jonathan P. How
Massachusetts Institute of Technology, United States
9 publications · 347 citations
9
h-index
MT
Matthijs T. J. Spaan
Delft University of Technology, Netherlands
9 publications · 393 citations
9
h-index
FA
Frans A. Oliehoek
University of Amsterdam, Netherlands
9 publications · 267 citations
9
h-index

1–5 of 168

Institutions

101

1–8 of 101

Venues

arXiv (Cornell University)
Repository · 11 publications · 454 citations
10
h-index
Journal of Artificial Intelligence Research
JAIR · 7 publications · 580 citations
7
h-index
Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 4 publications · 131 citations
4
h-index
UvA-DARE (University of Amsterdam)
Repository · 3 publications · 64 citations
3
h-index
Autonomous Agents and Multi-Agent Systems
3 publications · 152 citations
3
h-index

1–5