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ATAL
2007
Springer
14 years 3 months ago
Towards reinforcement learning representation transfer
Transfer learning problems are typically framed as leveraging knowledge learned on a source task to improve learning on a related, but different, target task. Current transfer met...
Matthew E. Taylor, Peter Stone
HUMAN
2003
Springer
14 years 2 months ago
DOC: A Distributed Object Caching System for Information Infrastructure
Object caching is a desirable feature to improve the both scalability and performance of distributed application systems for information infrastructure, the information management ...
Taehee Lee, Junho Shim, Sang-goo Lee
SIGECOM
2008
ACM
141views ECommerce» more  SIGECOM 2008»
13 years 8 months ago
On the communication requirements of verifying the VCG outcome
We consider the amount of communication required to verify the outcome of the Vickrey-Clarke-Groves (VCG) mechanism: an efficient allocation together with incentivizing VCG paymen...
Sébastien Lahaie, David C. Parkes
CI
1998
78views more  CI 1998»
13 years 8 months ago
Pattern Databases
A pattern database is a lookup table that stores an exact evaluation function for a relaxed search problem, which provides an admissible heuristic for the original search problem....
Joseph C. Culberson, Jonathan Schaeffer
JMLR
2010
128views more  JMLR 2010»
13 years 3 months ago
Learning Causal Structure from Overlapping Variable Sets
We present an algorithm name cSAT+ for learning the causal structure in a domain from datasets measuring different variable sets. The algorithm outputs a graph with edges correspo...
Sofia Triantafilou, Ioannis Tsamardinos, Ioannis G...