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Shapechanger: Environments for Transfer Learning

15 September 2017
Sébastien M. R. Arnold
Tsam Kiu Pun
Théo-Tim J. Denisart
Francisco J. Valero Cuevas
    3DPC
    LM&Ro
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Abstract

We present Shapechanger, a library for transfer reinforcement learning specifically designed for robotic tasks. We consider three types of knowledge transfer---from simulation to simulation, from simulation to real, and from real to real---and a wide range of tasks with continuous states and actions. Shapechanger is under active development and open-sourced at: https://github.com/seba-1511/shapechanger/.

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