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» Model-Free Learning and Control in a Mobile Robot
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ICRA
2000
IEEE
101views Robotics» more  ICRA 2000»
13 years 10 months ago
Towards Programming Tools for Robots that Integrate Probabilistic Computation and Learning
This paper describes a programming language extension of C++, called CES, specifically targeted towards mobile robot control. CES’s design is motivated by a recent series of su...
Sebastian Thrun
ICRA
2007
IEEE
147views Robotics» more  ICRA 2007»
13 years 11 months ago
Neural Reinforcement Learning Controllers for a Real Robot Application
— Accurate and fast control of wheel speeds in the presence of noise and nonlinearities is one of the crucial requirements for building fast mobile robots, as they are required i...
Roland Hafner, Martin Riedmiller
VW
1998
Springer
174views Virtual Reality» more  VW 1998»
13 years 9 months ago
Webots: Symbiosis Between Virtual and Real Mobile Robots
Abstract. This paper presents Webots: a realistic mobile robot simulator allowing a straightforward transfer to real robots. The simulator currently support the Khepera mobile robo...
Olivier Michel
CEC
2007
IEEE
13 years 11 months ago
Parallel learning in heterogeneous multi-robot swarms
Abstract— Designing effective behavioral controllers for mobile robots can be difficult and tedious; this process can be circumvented by using unsupervised learning techniques w...
Jim Pugh, Alcherio Martinoli
ICRA
1998
IEEE
154views Robotics» more  ICRA 1998»
13 years 9 months ago
Environmental Complexity Control for Vision-Based Learning Mobile Robot
This paper discusses how a robot can develop its state vector according to the complexity of the interactions with its environment. A method for controlling the complexity is prop...
Eiji Uchibe, Minoru Asada, Koh Hosoda