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CLA
2007
13 years 10 months ago
Policies Generalization in Reinforcement Learning using Galois Partitions Lattices
The generalization of policies in reinforcement learning is a main issue, both from the theoretical model point of view and for their applicability. However, generalizing from a se...
Marc Ricordeau, Michel Liquiere
ATAL
2010
Springer
13 years 9 months ago
Merging example plans into generalized plans for non-deterministic environments
We present a new approach for finding generalized contingent plans with loops and branches in situations where there is uncertainty in state properties and object quantities, but ...
Siddharth Srivastava, Neil Immerman, Shlomo Zilber...
APPROX
2006
Springer
89views Algorithms» more  APPROX 2006»
14 years 6 days ago
Online Algorithms to Minimize Resource Reallocations and Network Communication
Abstract. In this paper, we consider two new online optimization problems (each with several variants), present similar online algorithms for both, and show that one reduces to the...
Sashka Davis, Jeff Edmonds, Russell Impagliazzo
PLDI
2006
ACM
14 years 2 months ago
Context-sensitive domain-independent algorithm composition and selection
Progressing beyond the productivity of present-day languages appears to require using domain-specific knowledge. Domain-specific languages and libraries (DSLs) proliferate, but ...
Troy A. Johnson, Rudolf Eigenmann
WCE
2007
13 years 9 months ago
A Proactive Horizontal Handover Algorithm for WiFi-WiMax Interoperable Networks
— Two important high bandwidth wireless certifications in our days are Worldwide Interoperability for Microwave Access (WiMax) and Wireless Fidelity (WiFi). They can interoperate...
Álvaro Suárez Sarmiento, Kholoud Elb...