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AAAI
2008
15 years 6 months ago
Interaction Structure and Dimensionality Reduction in Decentralized MDPs
Decentralized Markov Decision Processes are a powerful general model of decentralized, cooperative multi-agent problem solving. The high complexity of the general problem leads to...
Martin Allen, Marek Petrik, Shlomo Zilberstein
AAAI
2008
15 years 6 months ago
The Swarm Application Framework
The Swarm Application Framework (SAF) is a tool that makes the development of swarm applications more intuitive. Traditionally, swarm applications are created by programming sever...
Don Miner, Marie desJardins, Peter Hamilton
ATAL
2008
Springer
15 years 6 months ago
Towards verifying compliance in agent-based web service compositions
We explore the problem of specification and verification of compliance in agent based Web service compositions. We use the formalism of temporal-epistemic logic suitably extended ...
Alessio Lomuscio, Hongyang Qu, Monika Solanki
ICAISC
2010
Springer
15 years 6 months ago
CI in General Game Playing - To Date Achievements and Perspectives
Abstract. Multigame playing agents are programs capable of autonomously learning to play new, previously unknown games. In this paper, we concentrate on the General Game Playing Co...
Karol Waledzik, Jacek Mandziuk
AGI
2008
15 years 5 months ago
A computational approximation to the AIXI model
Universal induction solves in principle the problem of choosing a prior to achieve optimal inductive inference. The AIXI theory, which combines control theory and universal induct...
Sergey Pankov