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» Training Coordination Proxy Agents
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ATAL
2008
Springer
13 years 8 months ago
An approach to online optimization of heuristic coordination algorithms
Due to computational intractability, large scale coordination algorithms are necessarily heuristic and hence require tuning for particular environments. In domains where character...
Jumpol Polvichai, Paul Scerri, Michael Lewis
ICAI
2003
13 years 7 months ago
Collaborative Agents for C2 Teamwork Simulation
– Existing team training software often requires that trainees be organized as physical teams and the members of the same team be trained at the same time. To demonstrate that te...
Dianxiang Xu, Michael S. Miller, Richard A. Volz, ...
AGENTS
2001
Springer
13 years 9 months ago
Wasp nests for self-configurable factories
Agent-based approaches to manufacturing scheduling and control have gained increasing attention in recent years. Such approaches are attractive because they o er increased robustn...
Vincent A. Cicirello, Stephen F. Smith
NIPS
2003
13 years 7 months ago
All learning is Local: Multi-agent Learning in Global Reward Games
In large multiagent games, partial observability, coordination, and credit assignment persistently plague attempts to design good learning algorithms. We provide a simple and efï¬...
Yu-Han Chang, Tracey Ho, Leslie Pack Kaelbling
AIIDE
2007
13 years 8 months ago
SquadSmart: Hierarchical Planning and Coordinated Plan Execution for Squads of Characters
This paper presents an application of Hierarchical Transition Network (HTN) planning to a squad-based military simulation. The hierarchical planner produces collaborative plans fo...
Peter Gorniak, Ian Davis