176 search results - page 3 / 36 » On the Controller Synthesis for Finite-State Markov Decision... |
139
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CDC
2008
IEEE
16 years 12 days ago
2008
IEEE
We consider a networked control system, where each subsystem evolves as a Markov decision process (MDP). Each subsystem is coupled to its neighbors via communication links over wh...
154
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ICML
2006
IEEE
16 years 6 months ago
2006
IEEE
For a Markov Decision Process with finite state (size S) and action spaces (size A per state), we propose a new algorithm--Delayed Q-Learning. We prove it is PAC, achieving near o...
171
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UAI
2000
15 years 7 months ago
2000
We consider decentralized control of Markov decision processes and give complexity bounds on the worst-case running time for algorithms that find optimal solutions. Generalization...
152
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AAAI
2006
15 years 7 months ago
2006
This paper presents a novel framework for simultaneously learning representation and control in continuous Markov decision processes. Our approach builds on the framework of proto...