activation='relu', input_shape=(4,)), layers.Dense(64, activation='relu'), layers.Dense(2) # 输出层,对应两个可能的动作])# 编译模型model.compile(optimizer=tf.keras.optimizers.Adam(learning_rate=0.001), loss=trfl.huber_loss) # 使用TRFL提供的huber损失函数...
TRFL库由DeepMind研究工程团队创建。 开源获取地址: https://github.com/deepmind/trfl 开源代码 安装 可以使用以下命令从github直接从pip安装TRFL:pip install git+git://github.com/deepmind/trfl.git TRFL同时适用于TensorFlow的CPU和GPU版本,但它没有将Tensorflow列为一个requirement,因此你需要单独安装Tensorflow和Ten...
今天,DeepMind 开源了一个为写作强化学习智能体服务的实用新构件库——TRFL,该库包含一系列关键算法组件。DeepMind 内部已经在大量最成功的智能体(如 DQN、DDPG 和 IMPALA)中使用了这些组件。 今天,DeepMind 在TensorFlow 上为写作强化学习智能体开源了一个实用新构件库——TRFL,包含一系列关键算法组件。DeepMind 内部...
Increment trfl version. Aug 16, 2021 TRFL TRFL (pronounced "truffle") is a library built on top of TensorFlow that exposes several useful building blocks for implementing Reinforcement Learning agents. Installation TRFL can be installed from pip with the following command:pip install trfl ...
该部门今天开源了一系列“关键算法组件”,这些关键组件源于它所谓的一些最成功的AI项目,用于内部众多最成功的代理,比如DQN、DDPG和重要性加强的操作者-学习者架构(IMPALA)。这个库名为TRFL(念成“truffle”),包含的实用构建模块用于用TensorFlow编写强化学习代理,旨在帮......
TRFL (pronounced "truffle") is a library built on top of TensorFlow that exposes several useful building blocks for implementing Reinforcement Learning agents. Installation TRFL can be installed from pip directly from github, with the following command: pip install git+git://github.com/deepmind/trf...
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它的名字是 TRFL(读作「truffle」),地址是https://github.com/deepmind/trfl/。DeepMind 自己用来开发 DQN、DDPG 以及 IMPALA(重要性加权行动者-学习者架构)等知名强化学习技术的许多关键算法组件都包含在其中。 另一种开源路线 一个典型的深度强化学习智能体需要包含一组数目众多的互动组件:首先起码需要包括一个...
The DeepMind team announced yesterday that they’re open sourcing a new library, named TRFL, that comprises useful building blocks for writing reinforcement learning (RL) agents in TensorFlow. The TRFL library was created by the research engineering team at DeepMind. TRFL libr...
The DeepMind team announced yesterday that they’re open sourcing a new library, named TRFL, that comprises useful building blocks for writing reinforcement learning (RL) agents in TensorFlow. The TRFL library was created by the research engineering team at DeepMind. TRFL lib...