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Decision making with Gaussian processes in JAX.

Project description

jax-decision-making

PyPI - Version PyPI - Python Version

jax-decision-making offers a collection of algorithms for sequential decision-making problems, including reinforcement learning, planning, and bandit algorithms. The implementations are built upon the JAX library, enabling automatic differentiation, vectorisation, and just-in-time (JIT) compilation to native code for high performance on CPUs, GPUs, and TPUs. This allows for efficient research, development, and deployment of decision-making agents.


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Installation

pip install jax-decision-making

License

jax-decision-making is distributed under the terms of the MIT license.

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