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TorchBeast: A PyTorch Platform for Distributed RL

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Oct 09 2019 Edward Grefenstette

Announcing TorchBeast, an IMPALA-inspired @pytorch platform for distributed RL research. Used in a growing number of projects here at @facebookai. Project lead by Heinrich Küttler, with major effort by @nntsn et al. Paper: https://arxiv.org/abs/1910.03552 Code: https://github.com/facebookresearch/torchbeast
7 replies, 370 likes


Oct 09 2019 Tim Rocktäschel

Great starting point for PyTorch Reinforcement Learning projects and fantastic effort by Heinrich Küttler & @nntsn for reproducible RL research! "Why PyTorch?" you might ask. I always like to refer to @karpathy's Tweet: https://twitter.com/karpathy/status/868178954032513024
0 replies, 52 likes


Oct 09 2019 /r/ML Popular

[R] TorchBeast: A PyTorch Platform for Distributed RL https://arxiv.org/abs/1910.03552
0 replies, 1 likes


Oct 09 2019 Animesh Garg

torchbeast: looks like an interesting entry in the list of open-source RL frameworks https://docs.google.com/spreadsheets/d/1ZWhViAwCpRqupA5E_xFHSaBaaBZ1wAjO6PvmmEEpXGI/edit#gid=0
0 replies, 1 likes


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