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» Groundwork for Weak Analysis
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136
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GECCO
2006
Springer
208views Optimization» more  GECCO 2006»
15 years 7 months ago
Comparing evolutionary and temporal difference methods in a reinforcement learning domain
Both genetic algorithms (GAs) and temporal difference (TD) methods have proven effective at solving reinforcement learning (RL) problems. However, since few rigorous empirical com...
Matthew E. Taylor, Shimon Whiteson, Peter Stone
129
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EMSOFT
2008
Springer
15 years 5 months ago
Disassembling real-time fault-tolerant programs
We focus on decomposition of hard-masking real-time faulttolerant programs (where safety, timing constraints, and liveness are preserved in the presence of faults) that are design...
Borzoo Bonakdarpour, Sandeep S. Kulkarni, Anish Ar...
132
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AOIS
2003
15 years 5 months ago
Towards a More Expressive and Refinable Multiagent System Engineering Methodology
In this paper, we improve and extend the MaSE methodology to bridge the gaps in this methodology. First, we propose an improvement process and, based on this process, we report th...
Shiva Vafadar, Ahmad Abdollahzadeh Barfouroush, Mo...
135
Voted
CSREASAM
2003
15 years 5 months ago
KDD Feature Set Complaint Heuristic Rules for R2L Attack Detection
Automated rule induction procedures like machine learning and statistical techniques result in rules that lack generalization and maintainability. Developing rules manually throug...
Maheshkumar Sabhnani, Gürsel Serpen
92
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ECCC
2007
69views more  ECCC 2007»
15 years 3 months ago
Testing Symmetric Properties of Distributions
We introduce the notion of a Canonical Tester for a class of properties on distributions, that is, a tester strong and general enough that “a distribution property in the class ...
Paul Valiant