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IJCAI
2001
14 years 11 months ago
2001
R-max is a very simple model-based reinforcement learning algorithm which can attain near-optimal average reward in polynomial time. In R-max, the agent always maintains a complet...
NIPS
2003
14 years 11 months ago
2003
Predictive state representations (PSRs) use predictions of a set of tests to represent the state of controlled dynamical systems. One reason why this representation is exciting as...
GRAPHICSINTERFACE
2000
14 years 11 months ago
2000
"Bloat", a term that has existed in the technical community for many years, has recently received attention in the popular press. The term has a negative connotation imp...
IPCO
1998
14 years 11 months ago
1998
We provide several non-approximability results for deterministic scheduling problems whose objective is to minimize the total job completion time. Unless P = NP, none of the probl...
IJCAI
1989
14 years 11 months ago
1989
Cognitive architectures aspire for generality both in terms of problem solving and learning across a range of problems, yet to date few examples of domain independent learning has...