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191
Voted
AIPS
2009
15 years 8 months ago
2009
Despite the extensive development of first-principles planning in recent years, planning applications are still primarily developed using knowledge-based planners which can exploi...
216
Voted
AIPS
2009
15 years 8 months ago
2009
Dynamic plan execution strategies allow an autonomous agent to respond to uncertainties while improving robustness and reducing the need for an overly conservative plan. Executive...
173
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ATAL
2010
Springer
15 years 8 months ago
2010
Springer
We explore settings where a principal must make a decision about which action to take to achieve a desired outcome. The principal elicits the probability of achieving the outcome ...
200
Voted
ATAL
2010
Springer
15 years 8 months ago
2010
Springer
In many multiagent settings, situations arise in which agents must collectively make decisions while not every agent is supposed to have an equal amount of influence in the outcom...
196
Voted
ATAL
2010
Springer
15 years 8 months ago
2010
Springer
Distributed Constraint Optimization (DCOP) is a popular framework for cooperative multi-agent decision making. DCOP is NPhard, so an important line of work focuses on developing f...