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  2. README.md +17 -2
LICENSE ADDED
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+ MIT License
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+
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+ Copyright (c) 2023 Thรฉo VINCENT
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+
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+ Permission is hereby granted, free of charge, to any person obtaining a copy
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+ of this software and associated documentation files (the "Software"), to deal
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+ in the Software without restriction, including without limitation the rights
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+ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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+ copies of the Software, and to permit persons to whom the Software is
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+ furnished to do so, subject to the following conditions:
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+
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+ The above copyright notice and this permission notice shall be included in all
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+ copies or substantial portions of the Software.
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+
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+ THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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+ IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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+ FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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+ AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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+ LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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+ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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+ SOFTWARE.
README.md CHANGED
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  # Model parameters training with `i-DQN` and `i-IQN`
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- This repository contains the model parameters trained with `i-DQN` on [$57$ Atari games](#list-of-games-for-i-dqn) and trained with `i-IQN` on [$20$ Atari games](#list-of-games-for-i-iqn) ๐ŸŽฎ. $5$ seeds are available for each configuration which makes a total of $385$ available models ๐Ÿ“ˆ.
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  The [evaluate.ipynb](./evaluate.ipynb) notebook contains a minimal example to evaluate to model parameters ๐Ÿง‘โ€๐Ÿซ. It uses JAX ๐Ÿš€.
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- ps: The set of [$20$ Atari games](#list-of-games-for-i-iqn) is included in the set of [$57$ Atari games](#list-of-games-for-i-dqn).
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  ### Model performances
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  `i-DQN` and `i-IQN` are improvements made over [`DQN`](https://www.nature.com/articles/nature14236.pdf) and [`IQN`](https://arxiv.org/abs/1806.06923) โœจ. Check it out on [arXiv](https://arxiv.org/abs/2403.02107)! | <img src="performances.png" alt="drawing" width="600"/>
 
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+ ---
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+ license: mit
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+ license_link: https://huggingface.co/TheoVincent/Atari_i-QN/blob/main/LICENSE
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+ language:
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+ - en
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+ tags:
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+ - reinforcement-learning
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+ - jax
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+ - eval-results
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+ - deep-reinforcement-learning
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+ - atari
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+ - dqn
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+ - iqn
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+ ---
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+
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  # Model parameters training with `i-DQN` and `i-IQN`
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+ This repository contains the model parameters trained with `i-DQN` on [$56$ Atari games](#list-of-games-for-i-dqn) and trained with `i-IQN` on [$20$ Atari games](#list-of-games-for-i-iqn) ๐ŸŽฎ. $5$ seeds are available for each configuration which makes a total of $380$ available models ๐Ÿ“ˆ.
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  The [evaluate.ipynb](./evaluate.ipynb) notebook contains a minimal example to evaluate to model parameters ๐Ÿง‘โ€๐Ÿซ. It uses JAX ๐Ÿš€.
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+ ps: The set of [$20$ Atari games](#list-of-games-for-i-iqn) is included in the set of [$56$ Atari games](#list-of-games-for-i-dqn).
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  ### Model performances
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  `i-DQN` and `i-IQN` are improvements made over [`DQN`](https://www.nature.com/articles/nature14236.pdf) and [`IQN`](https://arxiv.org/abs/1806.06923) โœจ. Check it out on [arXiv](https://arxiv.org/abs/2403.02107)! | <img src="performances.png" alt="drawing" width="600"/>