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Takashi Nammoto

2 accepted papers

2019

Trajectory Optimization for Unknown Constrained Systems using Reinforcement Learning

IROS 2019poster

In this paper, we propose a reinforcement learning-based algorithm for trajectory optimization for constrained dynamical systems. This problem is motivated by the fact that for most robotic systems, the dynamics may not always be known. Generating smooth, dynamically feasible trajectories could be d…

Cited by 42SourceScholar
2016

Model-based virtual visual servoing with point cloud data

IROS 2016poster

In this paper, we address an issue on non-existence of a CAD model of an object in a model-based virtual visual servoing system. The approach for reconstructing a 3D model with fewer faces from point cloud data is presented. Because of a number of faces on the model surface, this reconstructed model…

Cited by 20SourceScholar