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AAAI
2010
15 years 7 months ago
Finite-State Controllers Based on Mealy Machines for Centralized and Decentralized POMDPs
Existing controller-based approaches for centralized and decentralized POMDPs are based on automata with output known as Moore machines. In this paper, we show that several advant...
Christopher Amato, Blai Bonet, Shlomo Zilberstein
AAAI
2010
15 years 7 months ago
Exploiting Monotonicity in Interval Constraint Propagation
We propose in this paper a new interval constraint propagation algorithm, called MOnotonic Hull Consistency (Mohc), that exploits monotonicity of functions. The propagation is sta...
Ignacio Araya, Gilles Trombettoni, Bertrand Neveu
DAGSTUHL
2007
15 years 7 months ago
An Axiomatic Approach to Personalized Ranking Systems
Personalized ranking systems and trust systems are an essential tool for collaboration in a multi-agent environment. In these systems, trust relations between many agents are aggr...
Alon Altman, Moshe Tennenholtz
AAAI
2006
15 years 7 months ago
CPM: Context-Aware Power Management in WLANs
In this paper, we present a novel approach for tuning power modes of wireless network interfaces. We use K-means and simple correlation techniques to analyze user's interacti...
Fahd Albinali, Chris Gniady
AAAI
2004
15 years 7 months ago
Forward-Chaining Planning in Nondeterministic Domains
In this paper, we present a general technique for taking forward-chaining planners for deterministic domains (e.g., HSP, TLPlan, TALplanner, and SHOP2) and adapting them to work i...
Ugur Kuter, Dana S. Nau