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AAAI
2008
15 years 8 months ago
Economic Hierarchical Q-Learning
Hierarchical state decompositions address the curse-ofdimensionality in Q-learning methods for reinforcement learning (RL) but can suffer from suboptimality. In addressing this, w...
Erik G. Schultink, Ruggiero Cavallo, David C. Park...
ATAL
2008
Springer
15 years 8 months ago
MB-AIM-FSI: a model based framework for exploiting gradient ascent multiagent learners in strategic interactions
Future agent applications will increasingly represent human users autonomously or semi-autonomously in strategic interactions with similar entities. Hence, there is a growing need...
Doran Chakraborty, Sandip Sen
ATAL
2008
Springer
15 years 8 months ago
Structure in threes: modelling organization-oriented software architectures built upon multi-agent systems
Software systems are subject to increasing complexity and in need of efficient structuring. Multi-agent system research has come up with approaches for an organization-oriented co...
Matthias Wester-Ebbinghaus, Daniel Moldt
ATAL
2008
Springer
15 years 8 months ago
Decentralized coordination of automated guided vehicles
This paper approaches the issue of coordination of highly autonomous Automated Guided Vehicles (AGVs) working on an automated factory. These vehicles are used for goods delivery t...
David Herrero Pérez, Humberto Martín...
ATAL
2008
Springer
15 years 8 months ago
LS/ABPM - an agent-powered suite for goal-oriented autonomic BPM
In this paper we shortly describe the Living Systems Autonomic Business Process Management (LS/ABPM) software product. LS/ABPM is an integrated environment, based on J2EE, Eclipse...
Giovanni Rimassa, Martin E. Kernland, Roberto Ghiz...