334 search results - page 13 / 67 » How to Dynamically Merge Markov Decision Processes |
ATAL
2007
Springer
15 years 1 months ago
2007
Springer
This paper extends the framework of dynamic influence diagrams (DIDs) to the multi-agent setting. DIDs are computational representations of the Partially Observable Markov Decisio...
CORR
2011
Springer
14 years 4 months ago
2011
Springer
—We propose a dynamic spectrum access scheme where secondary users recommend “good” channels to each other and access accordingly. We formulate the problem as an average rewa...
AI
2006
Springer
15 years 1 months ago
2006
Springer
We are interested in contributing to solving effectively a particular type of real-time stochastic resource allocation problem. Firstly, one distinction is that certain tasks may c...
64
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HICSS
2002
IEEE
15 years 2 months ago
2002
IEEE
The model presented in this paper incorporates various causal and feedback loops in the structure of the dynamic decision-making processes and performance in nonequity alliances. ...
112
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ICML
2006
IEEE
2006
IEEE
Automatic basis function construction for approximate dynamic programming and reinforcement learning
15 years 3 months ago
We address the problem of automatically constructing basis functions for linear approximation of the value function of a Markov Decision Process (MDP). Our work builds on results ...