enn-trainer

Reinforcement learning training framework for entity-gym environments. (by entity-neural-network)

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enn-trainer reviews and mentions

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  • Entity Gym: A new entity based API for reinforcement learning environments
    5 projects | /r/reinforcementlearning | 16 May 2022
    We are also releasing enn-trainer, a PPO implementation that takes full advantage of the Entity Gym interface. Variable-length observations are efficiently processed using ragged sample buffers and a general ragged batch transformer implementation that can be applied to any Entity Gym environment. With many performance optimizations still missing, enn-trainer can already reach a throughput of 10s of thousands of samples per second per GPU when it is not bottlenecked by stepping the environment. More typically, environments implemented in Python reach thousands of samples per second, but can share a single GPU between multiple concurrent training runs.

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1
14
4.9
about 2 months ago

entity-neural-network/enn-trainer is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.

The primary programming language of enn-trainer is Python.

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