[کتاب][B] A concise introduction to decentralized POMDPs

FA Oliehoek, C Amato - 2016‏ - Springer
This book presents an overview of formal decision making methods for decentralized
cooperative systems. It is aimed at graduate students and researchers in the fields of …

Optimal and approximate Q-value functions for decentralized POMDPs

FA Oliehoek, MTJ Spaan, N Vlassis - Journal of Artificial Intelligence …, 2008‏ - jair.org
Decision-theoretic planning is a popular approach to sequential decision making problems,
because it treats uncertainty in sensing and acting in a principled way. In single-agent …

The communicative multiagent team decision problem: Analyzing teamwork theories and models

DV Pynadath, M Tambe - Journal of artificial intelligence research, 2002‏ - jair.org
Despite the significant progress in multiagent teamwork, existing research does not address
the optimality of its prescriptions nor the complexity of the teamwork problem. Without a …

[کتاب][B] Teamwork in multi-agent systems: A formal approach

B Dunin-Keplicz, R Verbrugge - 2011‏ - books.google.com
What makes teamwork tick? Cooperation matters, in daily life and in complex applications.
After all, many tasks need more than a single agent to be effectively performed. Therefore …

Decentralized pomdps

FA Oliehoek - Reinforcement learning: state-of-the-art, 2012‏ - Springer
This chapter presents an overview of the decentralized POMDP (Dec-POMDP) framework. In
a Dec-POMDP, a team of agents collaborates to maximize a global reward based on local …

Multi-agent role allocation: issues, approaches, and multiple perspectives

A Campbell, AS Wu - Autonomous agents and multi-agent systems, 2011‏ - Springer
In cooperative multi-agent systems, roles are used as a design concept when creating large
systems, they are known to facilitate specialization of agents, and they can help to reduce …

Hybrid BDI-POMDP framework for multiagent teaming

R Nair, M Tambe - Journal of Artificial Intelligence Research, 2005‏ - jair.org
Many current large-scale multiagent team implementations can be characterized as
following the``belief-desire-intention''(BDI) paradigm, with explicit representation of team …

Reasoning about joint beliefs for execution-time communication decisions

M Roth, R Simmons, M Veloso - Proceedings of the fourth international …, 2005‏ - dl.acm.org
Just as POMDPs have been used to reason explicitly about uncertainty in single-agent
systems, there has been recent interest in using multi-agent POMDPs to coordinate teams of …

Programming organization-aware agents: A research agenda

MB Van Riemsdijk, K Hindriks, C Jonker - International Workshop on …, 2009‏ - Springer
Organizational notions such as roles, norms (eg, obligations and permissions), and services
are increasingly viewed as natural concepts to manage the complexity of software …

Multiagent coordination enabling autonomous logistics

A Schuldt - KI-Künstliche Intelligenz, 2012‏ - Springer
This dissertation develops coordination mechanisms for the implementation of autonomous
control in logistics with multiagent technology. Therewith, it tackles the challenges of supply …