332 search results - page 42 / 67 » Ranking policies in discrete Markov decision processes |
129
Voted
ICML
2001
IEEE
16 years 2 months ago
2001
IEEE
We introduce the first algorithm for off-policy temporal-difference learning that is stable with linear function approximation. Off-policy learning is of interest because it forms...
134
Voted
CODES
2009
IEEE
15 years 5 months ago
2009
IEEE
Technological advancements due to Moore’s law have led to the proliferation of complex wireless sensor network (WSN) domains. One commonality across all WSN domains is the need ...
126
Voted
INFOCOM
2012
IEEE
13 years 4 months ago
2012
IEEE
—In this paper we develop an adaptive learning algorithm which is approximately optimal for an opportunistic spectrum access (OSA) problem with polynomial complexity. In this OSA...
124
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ATAL
2005
Springer
15 years 7 months ago
2005
Springer
Agents or agent teams deployed to assist humans often face the challenges of monitoring the state of key processes in their environment (including the state of their human users t...
109
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AAAI
2006
15 years 3 months ago
2006
We introduce point-based dynamic programming (DP) for decentralized partially observable Markov decision processes (DEC-POMDPs), a new discrete DP algorithm for planning strategie...