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AAAI
2010
15 years 9 months ago
Reinforcement Learning via AIXI Approximation
This paper introduces a principled approach for the design of a scalable general reinforcement learning agent. This approach is based on a direct approximation of AIXI, a Bayesian...
Joel Veness, Kee Siong Ng, Marcus Hutter, David Si...
156
Voted
EUSFLAT
2007
193views Fuzzy Logic» more  EUSFLAT 2007»
15 years 9 months ago
A Universal Integral
Based on a minimal set of axioms we introduce a general integral which can be defined on arbitrary measurable spaces. It acts on measures which are only (finite) monotone set fu...
Erich-Peter Klement, Radko Mesiar, Endre Pap
IJCAI
1989
15 years 8 months ago
Preferred Subtheories: An Extended Logical Framework for Default Reasoning
We present a general framework for defining nonmonotonic systems based on the notion of preferred maximal consistent subsets of the premises. This framework subsumes David Poole&#...
Gerhard Brewka
PLDI
2009
ACM
16 years 4 days ago
Progress guarantee for parallel programs via bounded lock-freedom
Parallel platforms are becoming ubiquitous with modern computing systems. Many parallel applications attempt to avoid locks in order to achieve high responsiveness, aid scalabilit...
Erez Petrank, Madanlal Musuvathi, Bjarne Steensgaa...
211
Voted
TPHOL
1999
IEEE
15 years 11 months ago
Isar - A Generic Interpretative Approach to Readable Formal Proof Documents
Abstract. We present a generic approach to readable formal proof documents, called Intelligible semi-automated reasoning (Isar). It addresses the major problem of existing interact...
Markus Wenzel