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» Probabilistic Plan Recognition for Hostile Agents
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IJCAI
2003
13 years 6 months ago
Recognizing Plan/Goal Abandonment
The ability to recognize when an agent abandons a plan is an open problem in the plan recognition literature and is a significant problem if these methods are to be applied in rea...
Christopher W. Geib, Robert P. Goldman
UAI
2000
13 years 6 months ago
Probabilistic State-Dependent Grammars for Plan Recognition
Techniques for plan recognition under uncertainty require a stochastic model of the plangeneration process. We introduce probabilistic state-dependent grammars (PSDGs) to represen...
David V. Pynadath, Michael P. Wellman
ROBOCUP
2001
Springer
126views Robotics» more  ROBOCUP 2001»
13 years 9 months ago
Recognizing Probabilistic Opponent Movement Models
In multiagent adversarial domains, team agents should adapt to the environment and opponent. We introduce a model representation as part of a planning process for a simulated socce...
Patrick Riley, Manuela M. Veloso
MMAS
2004
Springer
13 years 10 months ago
Challenges in Building Very Large Teams
Abstract. When agents coordinate according to the principles of teamwork they can flexibly, robustly and reliably achieve complex goals in complex, dynamic and even hostile enviro...
Paul Scerri, Katia Sycara-Cyranski
AAAI
2010
13 years 6 months ago
SixthSense: Fast and Reliable Recognition of Dead Ends in MDPs
The results of the latest International Probabilistic Planning Competition (IPPC-2008) indicate that the presence of dead ends, states with no trajectory to the goal, makes MDPs h...
Andrey Kolobov, Mausam, Daniel S. Weld