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arxiv: 1709.05070 · v1 · pith:NFSRAZBBnew · submitted 2017-09-15 · 💻 cs.LG · cs.RO

Shapechanger: Environments for Transfer Learning

classification 💻 cs.LG cs.RO
keywords shapechangersimulationlearningrealtaskstransferactionsactive
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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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