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actions-user committed Sep 12, 2023
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130 changes: 130 additions & 0 deletions database/database.json
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"evolutionary-algorithms",
"python3"
]
},
"https://github.com/google-deepmind/dqn_zoo": {
"extra-tags": [
"dqn",
"collection",
"reference",
"reinforcement",
"deepmind"
],
"date": "2020-09-22",
"title": "dqn_zoo",
"summary": "DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (DQN) agent.",
"tags": [
"python"
]
},
"https://github.com/google-deepmind/open_spiel": {
"extra-tags": [
"collection",
"algorithms",
"research",
"reinforcement"
],
"date": "2019-07-22",
"title": "open_spiel",
"summary": "OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.",
"tags": [
"reinforcement-learning",
"games",
"cpp",
"c++",
"python",
"multiagent"
]
},
"https://github.com/google-deepmind/dm_control": {
"extra-tags": [
"google deepmind",
"software",
"physics",
"simulation",
"reinforcement"
],
"date": "2017-12-29",
"title": "dm_control",
"summary": "Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.",
"tags": [
"neural-networks",
"mujoco",
"deep-learning",
"machine-learning",
"reinforcement-learning",
"python",
"physics-simulation",
"artificial-intelligence"
]
},
"https://github.com/google-deepmind/pycolab": {
"extra-tags": [
"gridworld",
"game",
"make",
"games",
"reinforcement"
],
"date": "2017-11-14",
"title": "pycolab",
"summary": "A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning agents!",
"tags": [
"python"
]
},
"https://github.com/google-deepmind/dm-haiku": {
"extra-tags": [
"neural",
"library",
"neural networks"
],
"date": "2020-02-18",
"title": "dm-haiku",
"summary": "JAX-based neural network library",
"tags": [
"neural-networks",
"deep-learning",
"machine-learning",
"python",
"deep-neural-networks",
"jax"
]
},
"https://github.com/google-deepmind/rlax": {
"extra-tags": [
"flax"
],
"date": "2020-02-18",
"title": "rlax",
"summary": "",
"tags": [
"python"
]
},
"https://github.com/google-deepmind/dm_env": {
"extra-tags": [
"reinforcement",
"learning"
],
"date": "2019-07-08",
"title": "dm_env",
"summary": "A Python interface for reinforcement learning environments",
"tags": [
"deep-learning",
"interface",
"machine-learning",
"reinforcement-learning",
"python",
"api"
]
},
"https://github.com/google-deepmind/trfl": {
"extra-tags": [
"tensorflow",
"reinforcement",
"learning"
],
"date": "2018-08-08",
"title": "trfl",
"summary": "TensorFlow Reinforcement Learning",
"tags": [
"python"
]
}
}
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