Search Results for author: Ricson Cheng

Found 3 papers, 1 papers with code

Reinforcement Learning of Active Vision for Manipulating Objects under Occlusions

1 code implementation20 Nov 2018 Ricson Cheng, Arpit Agarwal, Katerina Fragkiadaki

We propose hand/eye con-trollers that learn to move the camera to keep the object within the field of viewand visible, in coordination to manipulating it to achieve the desired goal, e. g., pushing it to a target location.

Object reinforcement-learning +1

Geometry-Aware Recurrent Neural Networks for Active Visual Recognition

no code implementations NeurIPS 2018 Ricson Cheng, Ziyan Wang, Katerina Fragkiadaki

We present recurrent geometry-aware neural networks that integrate visual information across multiple views of a scene into 3D latent feature tensors, while maintaining an one-to-one mapping between 3D physical locations in the world scene and latent feature locations.

3D Reconstruction Object +3

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