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» Discovering Several Robot Behaviors through Speciation
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SDM
2007
SIAM
143views Data Mining» more  SDM 2007»
13 years 6 months ago
Patterns of Cascading Behavior in Large Blog Graphs
How do blogs cite and influence each other? How do such links evolve? Does the popularity of old blog posts drop exponentially with time? These are some of the questions that we ...
Jure Leskovec, Mary McGlohon, Christos Faloutsos, ...
AAAI
1996
13 years 6 months ago
Evolution-Based Discovery of Hierarchical Behaviors
Procedural representations of control policies have two advantages when facing the scale-up problem in learning tasks. First they are implicit, with potential for inductive genera...
Justinian P. Rosca, Dana H. Ballard
ICRA
2003
IEEE
133views Robotics» more  ICRA 2003»
13 years 10 months ago
A hierarchical behavior-based approach to manipulation tasks
Typical mobile robots can be customized to perform a variety of different tasks by combining in different ways a set of basic control modules, or behaviors. By contrast, most cu...
Zbigniew Wasik, Alessandro Saffiotti
SAB
2004
Springer
159views Optimization» more  SAB 2004»
13 years 10 months ago
Swarming Behavior Using Probabilistic Roadmap Techniques
While techniques exist for simulating swarming behaviors, these methods usually provide only simplistic navigation and planning capabilities. In this review, we explore the benefi...
O. Burçhan Bayazit, Jyh-Ming Lien, Nancy M....
IJCAI
2001
13 years 6 months ago
Robot Weightlifting By Direct Policy Search
This paper describes a method for structuring a robot motor learning task. By designing a suitably parameterized policy, we show that a simple search algorithm, along with biologi...
Michael T. Rosenstein, Andrew G. Barto