The problem of action-conditioned image prediction is to predict the expected next frame given the current camera frame the robot observes and an action selected by the robot.
Feb 8, 2018
Practical Issues of Action-Conditioned Next Image Prediction - IEEE Xplore
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Abstract—The problem of action-conditioned image predic- tion in robotics is to predict the expected next frame given the current camera frame the robot ...
A light-weight model by action tiling encoding which has a single-decoder feedforward architecture same as Convolutional Dynamic Neural Advection and is ...
The problem of action-conditioned image prediction in robotics is to predict the expected next frame given the current camera frame the robot observes and ...
The reason is that the network finds it hard to learn a good correlation between the current and the future scene even with the help of action.
Bibliographic details on Practical Issues of Action-conditioned Next Image Prediction.
Practical Issues of Action-Conditioned Next Image Prediction. Donglai Zhu, Hao Chen, Hengshuai Yao, Masoud S. Nosrati, Peyman Yadmellat, Yunfei Zhang.
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The problem of action-conditioned image prediction is to predict the expected next frame given the current camera frame the robot observes and an action ...
The problem of action-conditioned image prediction in robotics is to predict the expected next frame given the current camera frame the robot observes...... 小 ...
For example the next observed frame for a robot depends on its input controls. We study this problem of actioned conditioned video prediction through video ...