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FMSD
2002
107views more  FMSD 2002»
15 years 5 months ago
Verification of Out-Of-Order Processor Designs Using Model Checking and a Light-Weight Completion Function
We present a new technique for verification of complex hardware devices that allows both generality andahighdegreeofautomation.Thetechniqueisbasedonournewwayofconstructinga"li...
Sergey Berezin, Edmund M. Clarke, Armin Biere, Yun...
NIPS
2000
15 years 6 months ago
Programmable Reinforcement Learning Agents
We present an expressive agent design language for reinforcement learning that allows the user to constrain the policies considered by the learning process.The language includes s...
David Andre, Stuart J. Russell
ISLPED
2004
ACM
102views Hardware» more  ISLPED 2004»
15 years 11 months ago
Microarchitectural power modeling techniques for deep sub-micron microprocessors
The need to perform early design studies that combine architectural simulation with power estimation has become critical as power has become a design constraint whose importance h...
Nam Sung Kim, Taeho Kgil, Valeria Bertacco, Todd M...
CAV
2007
Springer
108views Hardware» more  CAV 2007»
15 years 11 months ago
Systematic Acceleration in Regular Model Checking
Abstract. Regular model checking is a form of symbolic model checking technique for systems whose states can be represented as finite words over a finite alphabet, where regular ...
Bengt Jonsson, Mayank Saksena
ATAL
2005
Springer
15 years 11 months ago
Improving reinforcement learning function approximators via neuroevolution
Reinforcement learning problems are commonly tackled with temporal difference methods, which use dynamic programming and statistical sampling to estimate the long-term value of ta...
Shimon Whiteson