Title
Solving infinite-horizon Dec-POMDPs using Finite State Controllers within JESP
Abstract
This paper looks at solving collaborative planning problems formalized as Decentralized POMDPs (Dec-POMDPs) by searching for Nash equilibria, i.e., situations where each agent’s policy is a best response to the other agents’ (fixed) policies. While the Joint Equilibrium-based Search for Policies (JESP) algorithm does this in the finite-horizon setting relying on policy trees, we propose here to ad...
Year
DOI
Venue
2021
10.1109/ICTAI52525.2021.00069
2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI)
Keywords
DocType
ISSN
Dec-POMDP,Nash equilibria,FSC,JESP
Conference
1082-3409
ISBN
Citations 
PageRank 
978-1-6654-0898-1
0
0.34
References 
Authors
0
4
Name
Order
Citations
PageRank
Yang You100.34
Thomas Vincent232027.52
Francis Colas300.34
Olivier Buffet425826.77