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Michel Taïx

6 accepted papers

2022

First Order Approximation of Model Predictive Control Solutions for High Frequency Feedback

RA-L 2022

The lack of computational power on mobile robots is a well-known challenge when it comes to implementing a real-time MPC scheme to perform complex motions. Currently the best solvers are barely able to reach 100 Hz for computing the control of a whole-body legged model, while modern robots are expec

Cited by 42SourceScholar
2020

SL1M: Sparse L1-norm Minimization for contact planning on uneven terrain

ICRA 2020poster

One of the main challenges of planning legged locomotion in complex environments is the combinatorial contact selection problem. Recent contributions propose to use integer variables to represent which contact surface is selected, and then to rely on modern mixed-integer (MI) optimization solvers to…

Cited by 43SourceScholar
2018

CROC: Convex Resolution of Centroidal Dynamics Trajectories to Provide a Feasibility Criterion for the Multi Contact Planning Problem

IROS 2018poster

We tackle the transition feasibility problem, that is the issue of determining whether there exists a feasible motion connecting two configurations of a legged robot. To achieve this we introduce CROC, a novel method for computing centroidal dynamics trajectories in multi-contact planning contexts.…

Cited by 58SourceScholar
2017

A kinodynamic steering-method for legged multi-contact locomotion

IROS 2017poster

We present a novel method for synthesizing collision-free, dynamic locomotion behaviors for legged robots, including jumping, going down a very steep slope, or recovering from a push using the arms of the robot. The approach is automatic and generic: non-gaited motions, comprising arbitrary contact…

Cited by 29SourceScholar
2015

Manipulation planning with contacts for an extensible elastic rod by sampling on the submanifold of static equilibrium configurations

ICRA 2015poster

We consider the manipulation planning problem of an extensible elastic rod in collision-free or contact space. We assume the rod can be handled by grippers either at both or at only one of its extremities and during the manipulation, the grasped end may change. We show that the use of both quasi-sta…

Cited by 41SourceScholar