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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
2727that acts as a controllable algorithm.
2828
2929The underlying solver used is `SCIP <https://scip.zib.de/ >`_, and the user facing API is
30- meant to mimic the `OpenAI Gym <https://gym.openai.com / >`_ API (as much as possible).
30+ meant to mimic the `OpenAI Gym <https://www.gymlibrary.dev / >`_ API (as much as possible).
3131
3232.. code-block :: python
3333
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
3838standard reinforcement learning API (agent / environment loop), in order to ease the exploration
3939of new machine learning models and algorithms for learning data-driven policies.
4040
41- Ecole's interface is inspired from `OpenAI Gym <https://gym.openai.com / >`_ and will look
41+ Ecole's interface is inspired from `OpenAI Gym <https://www.gymlibrary.dev / >`_ and will look
4242familiar to reinforcement learning praticionners.
4343The state-of-the-art Mixed Integer Linear Programming solver that acts as a controllable
4444algorithm 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 {
2828 * Environments are the main abstraction exposed by Ecole.
2929 * They characterise the Markov Decision Process task to solve.
3030 * The interface to environments is meant to be close to that of
31- * [OpenAi Gym](https://gym.openai.com /), with some differences nontheless due to the
31+ * [OpenAi Gym](https://www.gymlibrary.dev /), with some differences nontheless due to the
3232 * requirements of Ecole.
3333 *
3434 * @tparam Dynamics The ecole::environment::EnvironmentDynamics driving the initial state and transition of the
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