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ICRA
2010
IEEE
109views Robotics» more  ICRA 2010»
14 years 11 months ago
A robot companion for inclusive games: A user-centred design perspective
— This article presents the design of Iromec, a modular robot companion tailored towards engaging in social exchanges with children with different disabilities with the aim to em...
Patrizia Marti, Leonardo Giusti
ICML
2009
IEEE
16 years 1 months ago
Robot trajectory optimization using approximate inference
The general stochastic optimal control (SOC) problem in robotics scenarios is often too complex to be solved exactly and in near real time. A classical approximate solution is to ...
Marc Toussaint
87
Voted
RAS
2008
80views more  RAS 2008»
15 years 3 days ago
Motion design and learning of autonomous robots based on primitives and heuristic cost-to-go
The task of trajectory design of autonomous vehicles is typically two-fold. First, it needs to take into account the intrinsic dynamics of the vehicle, which are sometimes termed ...
Keyong Li, Raffaello D'Andrea
102
Voted
IROS
2006
IEEE
148views Robotics» more  IROS 2006»
15 years 6 months ago
Environment Understanding: Robust Feature Extraction from Range Sensor Data
— This paper proposes an approach allowing indoor environment supervised learning to recognize relevant features for environment understanding. Stochastic preprocessing methods i...
Antonio Romeo, Luis Montano
115
Voted
IROS
2007
IEEE
168views Robotics» more  IROS 2007»
15 years 7 months ago
Improving humanoid locomotive performance with learnt approximated dynamics via Gaussian processes for regression
Abstract— We propose to improve the locomotive performance of humanoid robots by using approximated biped stepping and walking dynamics with reinforcement learning (RL). Although...
Jun Morimoto, Christopher G. Atkeson, Gen Endo, Go...