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» A Step Towards Incremental On-Board Evolutionary Robotics
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SCAI
2001
13 years 6 months ago
A Step Towards Incremental On-Board Evolutionary Robotics
We apply evolutionary algorithm (EA) to the design of controller for adaptive robots. EAs can be successful for more complicated tasks, where traditional engineering methods strugg...
Pavel Petrovic
GECCO
2009
Springer
113views Optimization» more  GECCO 2009»
13 years 2 months ago
Single step evolution of robot controllers for sequential tasks
The generation of robot controllers for a task requiring a sequence of elementary behaviors is still a challenge. If these behaviors are known, intermediate steps can be given to ...
Stéphane Doncieux, Jean-Baptiste Mouret
GECCO
2010
Springer
167views Optimization» more  GECCO 2010»
13 years 10 months ago
Evolving CPPNs to grow three-dimensional physical structures
The majority of work in the field of evolutionary robotics concerns itself with evolving control strategies for human designed or bio-mimicked robot morphologies. However, there ...
Joshua E. Auerbach, Josh C. Bongard
ACAL
2009
Springer
13 years 11 months ago
Multivesicular Assemblies as Real-World Testbeds for Embryogenic Evolutionary Systems
Embryogenic evolution emulates in silico cell-like entities to get more powerful methods for complex evolutionary tasks. As simulations have to from the biological model, implicit ...
Maik Hadorn, Peter Eggenberger Hotz
ICRA
1994
IEEE
102views Robotics» more  ICRA 1994»
13 years 9 months ago
Sensor-Based Planning and Nonsmooth Analysis
This paper describes some initial steps towards sensor based path planning in an unknown static environment. The method is a based on a sensor-based incremental construction of a o...
Howie Choset, Joel W. Burdick