AI
2007
Springer
13 years 11 months ago
2007
Springer
We present a novel approach to machine learning, called ABML (argumentation based ML). This approach combines machine learning from examples with concepts from the field of argum...
AI
2008
Springer
13 years 11 months ago
2008
Springer
We introduce the notion of fault tolerant mechanism design, which extends the standard game theoretic framework of mechanism design to allow for uncertainty about execution. Speci...
AI
2007
Springer
13 years 11 months ago
2007
Springer
One difficulty that arises in abstract argument systems is that many natural questions regarding argument acceptability are, in general, computationally intractable having been c...
AI
2008
Springer
13 years 11 months ago
2008
Springer
Representing and reasoning about time dependent information is a key research issue in many areas of computer science and artificial intelligence. One of the best known and widely...
AI
2007
Springer
13 years 11 months ago
2007
Springer
We present a formal, mathematical model of argument structure and evaluation, taking seriously the procedural and dialogical aspects of argumentation. The model applies proof stan...
AI
2007
Springer
13 years 11 months ago
2007
Springer
AI
2008
Springer
13 years 11 months ago
2008
Springer
AI
2008
Springer
13 years 11 months ago
2008
Springer
Preference learning is a challenging problem that involves the prediction of complex structures, such as weak or partial order relations, rather than single values. In the recent ...
AI
2008
Springer
13 years 11 months ago
2008
Springer
Local computation in join trees or acyclic hypertrees has been shown to be linked to a particular algebraic structure, called valuation algebra. There are many models of this alge...
AI
2007
Springer
13 years 11 months ago
2007
Springer
The area of learning in multi-agent systems is today one of the most fertile grounds for interaction between game theory and artificial intelligence. We focus on the foundational...