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» Modelling Agents as Observable Sources
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SAGT
2009
Springer
102views Game Theory» more  SAGT 2009»
15 years 7 months ago
Free-Riding and Free-Labor in Combinatorial Agency
Abstract. This paper studies a setting where a principal needs to motivate teams of agents whose efforts lead to an outcome that stochastically depends on the combination of agent...
Moshe Babaioff, Michal Feldman, Noam Nisan
131
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CORR
2011
Springer
230views Education» more  CORR 2011»
14 years 7 months ago
Computational Rationalization: The Inverse Equilibrium Problem
Modeling the behavior of imperfect agents from a small number of observations is a difficult, but important task. In the singleagent decision-theoretic setting, inverse optimal co...
Kevin Waugh, Brian Ziebart, J. Andrew Bagnell
AI
2007
Springer
15 years 23 days ago
Learning action models from plan examples using weighted MAX-SAT
AI planning requires the definition of action models using a formal action and plan description language, such as the standard Planning Domain Definition Language (PDDL), as inp...
Qiang Yang, Kangheng Wu, Yunfei Jiang
90
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SARA
2009
Springer
15 years 7 months ago
A Practical Use of Imperfect Recall
Perfect recall is the common and natural assumption that an agent never forgets. As a consequence, the agent can always condition its choice of action on any prior observations. I...
Kevin Waugh, Martin Zinkevich, Michael Johanson, M...
AAAI
2011
14 years 19 days ago
Learning Accuracy and Availability of Humans Who Help Mobile Robots
When mobile robots perform tasks in environments with humans, it seems appropriate for the robots to rely on such humans for help instead of dedicated human oracles or supervisors...
Stephanie Rosenthal, Manuela M. Veloso, Anind K. D...