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158
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ATAL
2006
Springer
15 years 10 months ago
2006
Springer
We present a method for transforming the infinite interactive state space of interactive POMDPs (I-POMDPs) into a finite one, thereby enabling the computation of exact solutions. ...
159
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IJCAI
2007
15 years 8 months ago
2007
A long-lived agent continually faces new tasks in its environment. Such an agent may be able to use knowledge learned in solving earlier tasks to produce candidate policies for it...
147
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DAGSTUHL
2003
15 years 8 months ago
2003
We present the hypothesis that an important factor for the choice of a particular embodiment for a natural or artificial agent is the effect of the embodiment on the agent’s ab...
204
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AAAI
1996
15 years 8 months ago
1996
Procedural representations of control policies have two advantages when facing the scale-up problem in learning tasks. First they are implicit, with potential for inductive genera...
180
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PRICAI
2010
Springer
15 years 5 months ago
2010
Springer
This paper studies the problem of multi-agent planning in the environment where agents may need to cooperate in order to achieve their individual goals but they do so only if the c...