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需要使用 tf-agents Ddpgagent 的完整示例

[英]Need full example of using tf-agents Ddpgagent

原文 2021-02-07 19:31:02 5 2 python/ tensorflow/ reinforcement-learning/ tensorflow-agents

I cannot find any full examples of using the DdpgAgent from tf-agents in TensorFlow and have not been able to get it to work.我在TensorFlow中找不到任何使用来自tf-agents的DdpgAgent的完整示例，并且无法使其正常工作。 Could someone please link a full piece of code or a complete tutorial creating and training a ddpg agent and a data_spec for it.有人可以链接一段完整的代码或一个完整的教程，为它创建和训练一个ddpg 代理和一个data_spec 。

2 个解决方案

You can find an example in here .. I could recently make it work.你可以在这里找到一个例子。我最近可以让它工作。

It looks like there is one in tf_agents ' Githup repo. tf_agents的 Githup 仓库中似乎有一个。 It is undocumented, though.不过，它是无证的。

Tf-agents 环境示例中 _observation_spec 的形状和 _action_spec 的形状 - Shape of _observation_spec and shape of _action_spec in the Tf-agents environments example

使用 PyEnvironment TF-Agents 包装自定义健身房 - Wrapping custom gym with PyEnvironment TF-Agents

Tf-Agents ParallelPyEnvironment静默失败 - Tf-Agents ParallelPyEnvironment fails silently

如何在 anaconda 中安装 tf-agents - How to install tf-agents in anaconda

如何在 Tensor Flow 中调整 tf-agents 和策略的超参数？ - How to tune hyperparameters of tf-agents and policies in Tensor Flow?

TF-Agents 在训练时出现 malloc 错误 - TF-Agents getting malloc error while training

TF-agents - 重播缓冲区将轨迹添加到批次形状不匹配 - TF-agents - Replay buffer add trajectory to batch shape mismatch

如何在批量学习中为 tf-agents 定义正确的形状 - How to define correct shape for tf-agents in batch learning

如何获得 tf-agents 中所有动作的概率向量？ - How to get probability vector for all actions in tf-agents?

合并和拆分来自 TF-agents 的时间和动作步骤 - Merging and splitting time and action steps from TF-agents

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相关问题 Tf-agents 环境示例中 _observation_spec 的形状和 _action_spec 的形状 - Shape of _observation_spec and shape of _action_spec in the Tf-agents environments example 使用 PyEnvironment TF-Agents 包装自定义健身房 - Wrapping custom gym with PyEnvironment TF-Agents Tf-Agents ParallelPyEnvironment静默失败 - Tf-Agents ParallelPyEnvironment fails silently 如何在 anaconda 中安装 tf-agents - How to install tf-agents in anaconda 如何在 Tensor Flow 中调整 tf-agents 和策略的超参数？ - How to tune hyperparameters of tf-agents and policies in Tensor Flow? TF-Agents 在训练时出现 malloc 错误 - TF-Agents getting malloc error while training TF-agents - 重播缓冲区将轨迹添加到批次形状不匹配 - TF-agents - Replay buffer add trajectory to batch shape mismatch 如何在批量学习中为 tf-agents 定义正确的形状 - How to define correct shape for tf-agents in batch learning 如何获得 tf-agents 中所有动作的概率向量？ - How to get probability vector for all actions in tf-agents? 合并和拆分来自 TF-agents 的时间和动作步骤 - Merging and splitting time and action steps from TF-agents

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