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» Optimizing interconnection policies
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AAAI
2006
13 years 11 months ago
Incremental Least Squares Policy Iteration for POMDPs
We present a new algorithm, called incremental least squares policy iteration (ILSPI), for finding the infinite-horizon stationary policy for partially observable Markov decision ...
Hui Li, Xuejun Liao, Lawrence Carin
CORR
2008
Springer
128views Education» more  CORR 2008»
13 years 9 months ago
Efficient Energy Management Policies for Networks with Energy Harvesting Sensor Nodes
We study sensor networks with energy harvesting nodes. The generated energy at a node can be stored in a buffer. A sensor node periodically senses a random field and generates a pa...
Vinod Sharma, Utpal Mukherji, Vinay Joseph
CDC
2010
IEEE
139views Control Systems» more  CDC 2010»
13 years 4 months ago
Q-learning and enhanced policy iteration in discounted dynamic programming
We consider the classical finite-state discounted Markovian decision problem, and we introduce a new policy iteration-like algorithm for finding the optimal state costs or Q-facto...
Dimitri P. Bertsekas, Huizhen Yu
EPART
2011
103views more  EPART 2011»
12 years 9 months ago
Towards a Structured Online Consultation Tool
Abstract. The Structured Online Consultation tool (SCT) is a component tool in the IMPACT Project which is used to construct and present detailed surveys that solicit feedback from...
Adam Zachary Wyner, Katie Atkinson, Trevor J. M. B...
ISCAS
2006
IEEE
110views Hardware» more  ISCAS 2006»
14 years 3 months ago
Network-on-chip link analysis under power and performance constraints
— This paper analyzes the behavior of interconnects in the highly structured environment of a network-on-chip (NoC). Two distinct classes of wires are considered, namely links be...
Manho Kim, Daewook Kim, Gerald E. Sobelman