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deluca

Performant, differentiable reinforcement learning

Notes

  1. This is pre-alpha software and is undergoing a number of core changes. Updates to follow.
  2. deluca is currently implemented as a minimal Python namespace package. It will contain environments and agents that only depend on NumPy, along with utilities for benchmarking, visualization, etc.
  3. The remainder of environments are developed in separate plugins (also Python namespace packages)
    • deluca-jax: differentiable environments and relevant agents implemented using jax
    • deluca-lung: differentiable lung simulators and relevant agents implemented in PyTorch
  4. Documentation forthcoming!

pypi pyversions security: bandit Code style: black License: Apache 2.0

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deluca

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