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JUCS
2006
113views more  JUCS 2006»
14 years 9 months ago
A Collaborative Biomedical Research System
: The convergence of need between improved clinical care and post genomics research presents a unique challenge to restructuring information flow so that it benefits both without c...
Adel Taweel, Alan L. Rector, Jeremy Rogers
MP
2008
99views more  MP 2008»
14 years 9 months ago
Efficient robust optimization for robust control with constraints
This paper proposes an efficient computational technique for the optimal control of linear discrete-time systems subject to bounded disturbances with mixed polytopic constraints o...
Paul J. Goulart, Eric C. Kerrigan, Daniel Ralph
ICML
2005
IEEE
15 years 10 months ago
Proto-value functions: developmental reinforcement learning
This paper presents a novel framework called proto-reinforcement learning (PRL), based on a mathematical model of a proto-value function: these are task-independent basis function...
Sridhar Mahadevan
RSCTC
1998
Springer
175views Fuzzy Logic» more  RSCTC 1998»
15 years 1 months ago
Business Process Understanding: Mining Many Datasets
Abstract. Institutional databases can be instrumental in understanding a business process, but additional data may broaden the empirical perspective on the investigated process. We...
Jan M. Zytkow, Arun P. Sanjeev
103
Voted
PROMAS
2004
Springer
15 years 3 months ago
Coordinating Teams in Uncertain Environments: A Hybrid BDI-POMDP Approach
Distributed partially observable Markov decision problems (POMDPs) have emerged as a popular decision-theoretic approach for planning for multiagent teams, where it is imperative f...
Ranjit Nair, Milind Tambe