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ICML
2010
IEEE
13 years 9 months ago
Feature Selection as a One-Player Game
This paper formalizes Feature Selection as a Reinforcement Learning problem, leading to a provably optimal though intractable selection policy. As a second contribution, this pape...
Romaric Gaudel, Michèle Sebag
AIPS
2010
13 years 8 months ago
Waking Up a Sleeping Rabbit: On Natural-Language Sentence Generation with FF
We present a planning domain that encodes the problem of generating natural language sentences. This domain has a number of features that provoke fairly unusual behavior in planne...
Alexander Koller, Joerg Hoffmann
ANOR
2010
102views more  ANOR 2010»
13 years 8 months ago
Ejection chain and filter-and-fan methods in combinatorial optimization
The design of effective neighborhood structures is fundamentally important for creating better local search and metaheuristic algorithms for combinatorial optimization. Significant...
César Rego, Fred Glover
AIR
2004
134views more  AIR 2004»
13 years 8 months ago
Combining Meta-Heuristics to Effectively Solve the Vehicle Routing Problems with Time Windows
The vehicle routing problems with time windows are challenging delivery problems in which instances involving 100 customers or more can be difficult to solve. There were many inter...
Vincent Tam, Keng Teck Ma
CORR
2010
Springer
218views Education» more  CORR 2010»
13 years 5 months ago
User Centered and Ontology Based Information Retrieval System for Life Sciences
Because of the increasing number of electronic data, designing efficient tools to retrieve and exploit documents is a major challenge. Current search engines suffer from two main d...
Sylvie Ranwez, Vincent Ranwez, Mohameth-Fran&ccedi...