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ATAL
2007
Springer
15 years 10 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
15 years 9 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»
15 years 3 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»
15 years 3 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»
14 years 10 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...