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ICML
2007
IEEE
16 years 7 months ago
Automatic shaping and decomposition of reward functions
This paper investigates the problem of automatically learning how to restructure the reward function of a Markov decision process so as to speed up reinforcement learning. We begi...
Bhaskara Marthi
145
Voted
CISIS
2009
IEEE
16 years 1 months ago
Application of a Critical Chain Project Management Based Framework on Max-Plus Linear Systems
Abstract. We focus on discrete event systems with a structure of parallel processing, synchronization, and noconcurrency. We use max-plus algebra, which is an effective approach fo...
Hirotaka Takahashi, Hiroyuki Goto, Munenori Kasaha...
TACAS
2009
Springer
106views Algorithms» more  TACAS 2009»
16 years 1 months ago
Hierarchical Set Decision Diagrams and Regular Models
Abstract. This paper presents algorithms and data structures that exploit a compositional and hierarchical specification to enable more efficient symbolic modelchecking. We encod...
Yann Thierry-Mieg, Denis Poitrenaud, Alexandre Ham...
FM
2009
Springer
95views Formal Methods» more  FM 2009»
16 years 1 months ago
It's Doomed; We Can Prove It
Abstract. Programming errors found early are the cheapest. Tools applying to the early stage of code development exist but either they suffer from false positives (“noise”) or...
Jochen Hoenicke, K. Rustan M. Leino, Andreas Podel...
CDC
2008
IEEE
109views Control Systems» more  CDC 2008»
16 years 29 days ago
LQG control over lossy TCP-like networks with probabilistic packet acknowledgements
Abstract— This paper is concerned with control applications over lossy data networks. Sensor data is transmitted to an estimation-control unit over a network, and control command...
Emanuele Garone, Bruno Sinopoli, Alessandro Casavo...