[PDF] Taming Decentralized POMDPs

Taming Decentralized POMDPs - University of Southern California

Taming Decentralized POMDPs: Towards Efficient Policy Computation for. Multiagent Settings. R. Nair and M. Tambe. Computer Science Dept. University of Southern ...

Towards Efficient Policy Computation for Multiagent Settings

Home · Economics · Public Economics · Decentralization. ArticlePDF Available. Taming Decentralized POMDPs: Towards Efficient Policy Computation for Multiagent ...

[PDF] Taming Decentralized POMDPs: Towards Efficient Policy ...

A new class of locally optimal algorithms called Joint Equilibrium-based search for policies (JESP) is presented, and piece-wise linear and convexity (PWLC) ...

Taming decentralized POMDPs - ACM Digital Library

Yet, despite the growing importance and applications of decentralized POMDP models in the multiagents arena, few algorithms have been developed for efficiently ...

Towards Efficient Policy Computation for Multiagent Settings.

Taming Decentralized POMDPs: Towards Efficient Policy Computation for Multiagent Settings. January 2003. Source; DBLP. Conference: IJCAI-03, Proceedings of the ...

Taming Decentralized POMDPs: Towards efficient policy ... - Teamcore

Taming Decentralized POMDPs: Towards efficient policy computation for multiagent settings ... 2003_2_teamcore_nair_ijcai03.pdf, 124 KB. Abstract: The problem of ...

Taming Decentralized POMDPs Towards Efficient ... - Stacy Marsella

... = {2003}, url = {http://teamcore.usc.edu/nair/publications/pdf/nair-ijcai03.pdf} }. (This webpage was created with bibtex2web.) Back to Stacy Marsella.

Decentralized POMDPs - Frans A. Oliehoek

1: Execution of a decentralized POMDP. a reward depending on the state and the actions of both agents. Finally, each agent receives an individual observation of ...

Optimal Fixed-Size Controllers for Decentralized POMDPs - People

Solving decentralized partially observable Markov decision processes (DEC-POMDPs) is a difficult task. Exact solutions are intractable in all but the smallest ...

Subjective Approximate Solutions for Decentralized POMDPs

ing action a in a distribution pdf(S) over the states and act- ... Taming decentralized POMDPs: towards efficient policy computation for multiagent settings.

Point-Based Policy Generation for Decentralized POMDPs - IFAAMAS

Taming Decentralized POMDPs: Towards. Efficient Policy Computation for Multiagent Settings. In. Proc. of the 18th Int. Joint Conf. on Artificial Intelligence ...

Solving Finite Horizon Decentralized POMDPs by Distributed ...

Decentralized partially observable Markov decision processes. (Dec-POMDPs) offer a powerful modeling technique for re- alistic multi-agent coordination problems ...

Dec-POMDPs with delayed communication - Frans A. Oliehoek

Taming decentralized POMDPs: Towards efficient policy computation for multiagent settings. In. Proc. Int. Joint Conf. on Artificial Intelligence, 2003. [8] ...

Heuristic Policy Iteration for Infinite-Horizon Decentralized POMDPs

Decentralized POMDPs (DEC-POMDPs) offer a rich model for ... Taming decentralized. POMDPs: Towards efficient policy computation for multiagent settings.

Scaling Up Decentralized MDPs Through Heuristic Search - People

ficient to select directly actions for MDPs, POMDPs, and decentralized POMDPs, respectively. ... Taming decentralized POMDPs: Towards efficient policy computation ...

Achieving Goals in Decentralized POMDPs - CiteSeerX

pdf,1999. [9] R. Nair, D. Pynadath, M. Yokoo, M. Tambe, and ... Taming decentralized POMDPs: Towards efficient policy computation for multiagent settings.

Decentralized POMDPs - SpringerLink

Decentralized POMDPs. Chapter. pp 471–503; Cite this chapter. Download book PDF ... Taming decentralized POMDPs: Towards efficient policy computation for ...

A Concise Introduction to Decentralized POMDPs

Taming decen- tralized POMDPs: Towards efficient policy computation for multiagent settings. In Proceedings of the International Joint ...

Improved Memory-Bounded Dynamic Programming for ... - arXiv

Decentralized POMDPs (DEC-POMDPs) offer a nat- ural extension of these ... Taming De- centralized POMDPs: Towards Efficient Policy Compu- tation for ...

Sample Bounded Distributed Reinforcement Learning for ...

Taming decentralized pomdps: Towards efficient policy computation for multiagent settings. In Pro- ceedings of the 18th International Joint Conference on ...