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» On the Hardness of Approximate Reasoning
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ILP
2007
Springer
16 years 20 days ago
Learning Relational Options for Inductive Transfer in Relational Reinforcement Learning
In reinforcement learning problems, an agent has the task of learning a good or optimal strategy from interaction with his environment. At the start of the learning task, the agent...
Tom Croonenborghs, Kurt Driessens, Maurice Bruynoo...
TARK
2007
Springer
16 years 19 days ago
The computational complexity of choice sets
Social choice rules are often evaluated and compared by inquiring whether they fulfill certain desirable criteria such as the Condorcet criterion, which states that an alternativ...
Felix Brandt, Felix A. Fischer, Paul Harrenstein
DEXA
2004
Springer
108views Database» more  DEXA 2004»
15 years 12 months ago
Identifying Audience Preferences in Legal and Social Domains
Reasoning in legal and social domains appears not to be well dealt with by deductive approaches. This is because such reasoning is open-endedly defeasible, and because the various ...
Paul E. Dunne, Trevor J. M. Bench-Capon
ICLP
1999
Springer
15 years 10 months ago
Computing Large and Small Stable Models
In this paper, we focus on the problem of existence of and computing small and large stable models. We show that for every xed integer k, there is a linear-time algorithm to decid...
Miroslaw Truszczynski
DLOG
2007
15 years 8 months ago
Blocking Automata for PSPACE DLs
In Description Logics (DLs), both tableau-based and automata-based algorithms are frequently used to show decidability and complexity results for basic inference problems such as c...
Franz Baader, Jan Hladik, Rafael Peñaloza