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» Connectionist Propositional Logic
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AAAI
2004
15 years 5 months ago
Towards Efficient Sampling: Exploiting Random Walk Strategies
From a computational perspective, there is a close connection between various probabilistic reasoning tasks and the problem of counting or sampling satisfying assignments of a pro...
Wei Wei, Jordan Erenrich, Bart Selman
149
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CLIMA
2006
15 years 5 months ago
Belief Updating by Communication Channel
In this paper, we introduce the notion of communication channel into a multiagent system. We formalize the system in term of logic with Belief modality, where each possible world i...
Shingo Hagiwara, Mikito Kobayashi, Satoshi Tojo
131
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FLAIRS
2004
15 years 5 months ago
A Tool for Satisfiability-Based Commonsense Reasoning in the Event Calculus
We present a tool for commonsense reasoning in the classical logic event calculus using satisfiability. We describe the tool, which takes event calculus reasoning problems as inpu...
Erik T. Mueller
136
Voted
IJCAI
2001
15 years 5 months ago
Symbolic Dynamic Programming for First-Order MDPs
We present a dynamic programming approach for the solution of first-order Markov decisions processes. This technique uses an MDP whose dynamics is represented in a variant of the ...
Craig Boutilier, Raymond Reiter, Bob Price
120
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AAAI
1993
15 years 5 months ago
EL: A Formal, Yet Natural, Comprehensive Knowledge Representation
We present Episodic Logic (EL), a highly expressive knowledge representation well-adapted to general commonsense reasoning as well as the interpretive and inferential needs of nat...
Chung Hee Hwang, Lenhart K. Schubert