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» Dynamic Policy Programming
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CCS
2010
ACM
15 years 2 months ago
DIFC programs by automatic instrumentation
Decentralized information flow control (DIFC) operating systems provide applications with mechanisms for enforcing information-flow policies for their data. However, significant o...
William R. Harris, Somesh Jha, Thomas W. Reps
117
Voted
UAI
2008
15 years 3 months ago
Sparse Stochastic Finite-State Controllers for POMDPs
Bounded policy iteration is an approach to solving infinitehorizon POMDPs that represents policies as stochastic finitestate controllers and iteratively improves a controller by a...
Eric A. Hansen
111
Voted
INFOCOM
2003
IEEE
15 years 7 months ago
Optimal Energy Allocation for Delay-Constrained Data Transmission over a Time-Varying Channel
— We seek to maximize the data throughput of an energy and time constrained transmitter sending data over a fading channel. The transmitter has a fixed amount of energy and a li...
Alvin Fu, Eytan Modiano, John N. Tsitsiklis
224
Voted
ICFP
2009
ACM
16 years 3 months ago
A theory of typed coercions and its applications
A number of important program rewriting scenarios can be recast as type-directed coercion insertion. These range from more theoretical applications such as coercive subtyping and ...
Nikhil Swamy, Michael W. Hicks, Gavin M. Bierman
JAIR
2008
126views more  JAIR 2008»
15 years 2 months ago
Optimal and Approximate Q-value Functions for Decentralized POMDPs
Decision-theoretic planning is a popular approach to sequential decision making problems, because it treats uncertainty in sensing and acting in a principled way. In single-agent ...
Frans A. Oliehoek, Matthijs T. J. Spaan, Nikos A. ...