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ATAL
2008
Springer
15 years 8 months ago
Robust and efficient plan recognition for dynamic multi-agent teams
This paper addresses the problem of plan recognition for multiagent teams. Complex multi-agent tasks typically require dynamic teams where the team membership changes over time. T...
Gita Sukthankar, Katia P. Sycara
ATAL
2008
Springer
15 years 8 months ago
Expediting RL by using graphical structures
The goal of Reinforcement learning (RL) is to maximize reward (minimize cost) in a Markov decision process (MDP) without knowing the underlying model a priori. RL algorithms tend ...
Peng Dai, Alexander L. Strehl, Judy Goldsmith
ATAL
2008
Springer
15 years 8 months ago
Force Versus Majority: A Comparison in Convention Emergence Efficiency
In open societies such as multi-agent systems, it is important that coordination among the several actors is achieved efficiently. One economical way of capturing that aspiration ...
Paulo Urbano, João Balsa, Luis Antunes, Lu&...
CIMCA
2005
IEEE
15 years 8 months ago
Accurate Electricity Load Forecasting with Artificial Neural Networks
In this paper we present a simple yet accurate model to forecast electricity load with Artificial Neural Networks (ANNs). We analyze the problem domain and choose the most adequat...
Daniel Ortiz Arroyo, Morten K. Skov, Quang Huynh
HOLOMAS
2007
Springer
15 years 8 months ago
Holonic Multiagent-Based System for Distributed Control of Semi-industrial Pilot Plants
Abstract. Semi-industrial pilot plants are the best experimental domain for advanced control systems testing with the real-world instrumentation. At the same time, inexpensive flex...
Mieczyslaw Metzger, Grzegorz Polaków