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JMLR
2010
148views more  JMLR 2010»
15 years 1 months ago
A Generalized Path Integral Control Approach to Reinforcement Learning
With the goal to generate more scalable algorithms with higher efficiency and fewer open parameters, reinforcement learning (RL) has recently moved towards combining classical tec...
Evangelos Theodorou, Jonas Buchli, Stefan Schaal
LPNMR
2005
Springer
15 years 12 months ago
An Algebraic Account of Modularity in ID-Logic
ID-logic uses ideas from the field of logic programming to extend second order logic with non-monotone inductive defintions. In this work, we reformulate the semantics of this lo...
Joost Vennekens, Marc Denecker
IJCAI
1989
15 years 7 months ago
Diagnosis with Behavioral Modes
Diagnostic tasks involve identifying faulty components from observations of symptomatic device behavior. This paper presents a general diagnostic theory that uses the perspective ...
Johan de Kleer, Brian C. Williams
CADE
2007
Springer
16 years 6 months ago
T-Decision by Decomposition
Much research concerning Satisfiability Modulo Theories is devoted to the design of efficient SMT-solvers that integrate a SATsolver with T -satisfiability procedures. The rewrite-...
Maria Paola Bonacina, Mnacho Echenim
CADE
2004
Springer
16 years 6 months ago
Decision Procedures for Recursive Data Structures with Integer Constraints
This paper is concerned with the integration of recursive data structures with Presburger arithmetic. The integrated theory includes a length function on data structures, thus prov...
Ting Zhang, Henny B. Sipma, Zohar Manna