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libecole/include/ecole/environment
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lines changed Original file line number Diff line number Diff line change @@ -27,7 +27,7 @@ in cooperation with a state-of-the-art Mixed Integer Linear Programming solver
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that acts as a controllable algorithm.
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The underlying solver used is `SCIP <https://scip.zib.de/ >`_, and the user facing API is
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- meant to mimic the `OpenAI Gym <https://gym.openai.com / >`_ API (as much as possible).
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+ meant to mimic the `OpenAI Gym <https://www.gymlibrary.dev / >`_ API (as much as possible).
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.. code-block :: python
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Original file line number Diff line number Diff line change @@ -38,7 +38,7 @@ picking the next variable to branch on. Ecole aims at exposing these algorithmic
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standard reinforcement learning API (agent / environment loop), in order to ease the exploration
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of new machine learning models and algorithms for learning data-driven policies.
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- Ecole's interface is inspired from `OpenAI Gym <https://gym.openai.com / >`_ and will look
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+ Ecole's interface is inspired from `OpenAI Gym <https://www.gymlibrary.dev / >`_ and will look
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familiar to reinforcement learning praticionners.
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The state-of-the-art Mixed Integer Linear Programming solver that acts as a controllable
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algorithm inside Ecole is `SCIP <https://scip.zib.de/ >`_.
Original file line number Diff line number Diff line change @@ -28,7 +28,7 @@ namespace ecole::environment {
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* Environments are the main abstraction exposed by Ecole.
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* They characterise the Markov Decision Process task to solve.
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* The interface to environments is meant to be close to that of
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- * [OpenAi Gym](https://gym.openai.com /), with some differences nontheless due to the
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+ * [OpenAi Gym](https://www.gymlibrary.dev /), with some differences nontheless due to the
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* requirements of Ecole.
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*
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* @tparam Dynamics The ecole::environment::EnvironmentDynamics driving the initial state and transition of the
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