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ICML
2001
IEEE
14 years 9 months ago
Symmetry in Markov Decision Processes and its Implications for Single Agent and Multiagent Learning
This paper examines the notion of symmetry in Markov decision processes (MDPs). We define symmetry for an MDP and show how it can be exploited for more effective learning in singl...
Martin Zinkevich, Tucker R. Balch
ASPDAC
2007
ACM
115views Hardware» more  ASPDAC 2007»
14 years 1 months ago
Development of Low-power and Real-time VC-1/H.264/MPEG-4 Video Processing Hardware
- This paper covers a multi-functional hardware intellectual property (IP) for the encoding and decoding of digital moving pictures with low power consumption. The IP is mainly int...
M. Hase, K. Akie, M. Nobori, K. Matsumoto
DAC
2006
ACM
14 years 10 months ago
Synthesis of high-performance packet processing pipelines
Packet editing is a fundamental building block of data communication systems such as switches and routers. Circuits that implement this function are critical and define the featur...
Cristian Soviani, Ilija Hadzic, Stephen A. Edwards
ICPR
2008
IEEE
14 years 3 months ago
Tree-serial dynamic programming for image processing
A lot of image analysis problems lend themselves to a unified mathematical formulation as optimization problems. Tree-serial dynamic programming is a particular case of the so-cal...
Andrey Kopylov
APLAS
2010
ACM
13 years 9 months ago
Verification of Tree-Processing Programs via Higher-Order Model Checking
Abstract. We propose a new method to verify that a higher-order, treeprocessing functional program conforms to an input/output specification. Our method reduces the verification pr...
Hiroshi Unno, Naoshi Tabuchi, Naoki Kobayashi