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ECML
2006
Springer
13 years 11 months ago
An Efficient Approximation to Lookahead in Relational Learners
Abstract. Greedy machine learning algorithms suffer from shortsightedness, potentially returning suboptimal models due to limited exploration of the search space. Greedy search mis...
Jan Struyf, Jesse Davis, C. David Page Jr.
ECML
2006
Springer
13 years 11 months ago
Skill Acquisition Via Transfer Learning and Advice Taking
We describe a reinforcement learning system that transfers skills from a previously learned source task to a related target task. The system uses inductive logic programming to ana...
Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richa...
EELC
2006
154views Languages» more  EELC 2006»
13 years 11 months ago
Unify and Merge in Fluid Construction Grammar
Research into the evolution of grammar requires that we employ formalisms and processing mechanisms that are powerful enough to handle features found in human natural languages. Bu...
Luc Steels, Joachim De Beule
ENC
2006
IEEE
13 years 11 months ago
Defining new argumentation-based semantics by minimal models
Dung's argumentation approach is a unifying approach which has played an influential role on argumentation research and Artificial Intelligence (AI). Based on a proper repres...
Juan Carlos Nieves, Ulises Cortés, Mauricio...
ESAW
2006
Springer
13 years 11 months ago
Competence Checking for the Global E-Service Society Using Games
Abstract. We study the problem of checking the competence of communicative agents operating in a global society in order to receive and offer electronic services. Such a society wi...
Kostas Stathis, George Lekeas, Christos Kloukinas