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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
GECCO
2006
Springer
161views Optimization» more  GECCO 2006»
15 years 7 months ago
The LEM3 implementation of learnable evolution model and its testing on complex function optimization problems
1 Learnable Evolution Model (LEM) is a form of non-Darwinian evolutionary computation that employs machine learning to guide evolutionary processes. Its main novelty are new type o...
Janusz Wojtusiak, Ryszard S. Michalski
CASES
2000
ACM
15 years 7 months ago
Flexible instruction processors
This paper introduces the notion of a Flexible Instruction Processor (FIP) for systematic customisation of instruction processor design and implementation. The features of our app...
Shay Ping Seng, Wayne Luk, Peter Y. K. Cheung
EWCBR
2000
Springer
15 years 7 months ago
Maintaining Case-Based Reasoning Systems Using Fuzzy Decision Trees
This paper proposes a methodology of maintaining Case Based Reasoning (CBR) systems by using fuzzy decision tree induction - a machine learning technique. The methodology is mainly...
Simon C. K. Shiu, Cai Hung Sun, Xizhao Wang, Danie...
MICRO
2000
IEEE
107views Hardware» more  MICRO 2000»
15 years 7 months ago
Register integration: a simple and efficient implementation of squash reuse
Register integration (or simply integration) is a mechanism for incorporating speculative results directly into a sequential execution using data-dependence relationships. In this...
Amir Roth, Gurindar S. Sohi