Recurrent Environment Simulators

7 Apr 2017Silvia ChiappaSébastien RacaniereDaan WierstraShakir Mohamed

Models that can simulate how environments change in response to actions can be used by agents to plan and act efficiently. We improve on previous environment simulators from high-dimensional pixel observations by introducing recurrent neural networks that are able to make temporally and spatially coherent predictions for hundreds of time-steps into the future... (read more)

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