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PRICAI
2000
Springer
15 years 10 months ago
Constructing an Autonomous Agent with an Interdependent Heuristics
When we construct an agent by integrating modules, there appear troubles concerning the autonomy of the agent if we introduce a heuristics that dominates the whole agent. Thus, we ...
Koichi Moriyama, Masayuki Numao
AGENTS
2001
Springer
15 years 11 months ago
Hierarchical multi-agent reinforcement learning
In this paper, we investigate the use of hierarchical reinforcement learning (HRL) to speed up the acquisition of cooperative multi-agent tasks. We introduce a hierarchical multi-a...
Rajbala Makar, Sridhar Mahadevan, Mohammad Ghavamz...
AGENTS
1998
Springer
15 years 10 months ago
Integrating Active Perception with an Autonomous Robot Architecture
Today's robotics applications require complex, real-time, high-bandwidth sensor systems. Although many such systems have been developed [12][14][17][10], integrating them int...
Glenn S. Wasson, David Kortenkamp, Eric Huber
AGENTS
2001
Springer
15 years 11 months ago
Reasoning about commitments and penalties for coordination between autonomous agents
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Cora B. Excelente-Toledo, Rachel A. Bourne, Nichol...