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» Simulations of Simulations in Evolutionary Robotics
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106
Voted
FBIT
2007
IEEE
15 years 7 months ago
Learning to Drive a Real Car in 20 Minutes
The paper describes our first experiments on Reinforcement Learning to steer a real robot car. The applied method, Neural Fitted Q Iteration (NFQ) is purely data-driven based on ...
Martin Riedmiller, Michael Montemerlo, Hendrik Dah...
91
Voted
ICRA
2007
IEEE
140views Robotics» more  ICRA 2007»
15 years 7 months ago
Landing Site Selection using Fuzzy Rule-Based Reasoning
— In this paper, multiple on-board sensors are used to assess the terrain safety in real-time during spacecraft descent. A linguistic, fuzzy rule-based reasoning engine is used t...
Navid Serrano, Homayoun Seraji
77
Voted
ICRA
2007
IEEE
125views Robotics» more  ICRA 2007»
15 years 7 months ago
Port-Hamiltonian approaches to motion generation for mechanical systems
— This paper gives new motion generation methods for mechanical port-Hamiltonian systems. First, we propose a generation method based on an asymptotic stabilization method withou...
Satoru Sakai, Stefano Stramigioli
80
Voted
ICRA
2007
IEEE
126views Robotics» more  ICRA 2007»
15 years 7 months ago
Multi-Vehicle Flocking: Scalability of Cooperative Control Algorithms using Pairwise Potentials
Abstract— In this paper, we study cooperative control algorithms using pairwise interactions, for the purpose of controlling flocks of unmanned vehicles. An important issue is t...
Yao-Li Chuang, Yuan R. Huang, Maria R. D'Orsogna, ...
106
Voted
ICRA
2007
IEEE
178views Robotics» more  ICRA 2007»
15 years 7 months ago
Distributed Cooperative Active Sensing Using Consensus Filters
— We consider the problem of multiple mobile sensor agents tracking the position of one or more moving targets. In our formulation, each agent maintains a target estimate, and ea...
Peng Yang, Randy A. Freeman, Kevin M. Lynch