Tianshou (天授) is a reinforcement learning (RL) library based on pure PyTorch and Gymnasium. Tianshou's main features at a glance are: Modular low-level interfaces for algorithm developers (RL researchers) that are both flexible, hackable and type-safe.

The current position of TIAN SHOU is at Baltic Sea reported 3 mins ago by AIS. The vessel arrived at the port of Gdynia, Poland on Sep 27, 04:03 UTC. The vessel TIAN SHOU (IMO 9704752, MMSI 563226400) is a General Cargo Ship built in 2016 (8 years old) and currently sailing under the flag of Singapore .

天授（Tianshou）把一个RL训练流程划分成了几个子模块：trainer（负责训练逻辑）、collector（负责数据采集）、policy（负责训练策略）和 buffer（负责数据存储），此外还有两个外围的模块，一个是env，一个是model（policy负责RL算法实现比如loss function的计算，model就只是个正常的神经网络）。 下图描述了这些模块的依赖：

与英文文档不同，中文文档提供了一个宏观层面的对天授平台的概览。 （其实都是 毕业论文 里面弄出来的） 天授目前发布在 PyPI 和 conda-forge 中，需要Python版本3.6以上。 如果没有异常出现，那么说明已经成功安装了。

Vessel TIAN SHOU is a General Cargo, Registered in Singapore. Discover the vessel's particulars, including capacity, machinery, photos and ownership. Get the details of the current Voyage of TIAN SHOU including Position, Port Calls, Destination, ETA and Distance travelled - IMO 9704752, MMSI 563226400, Call sign 9V9249

2021年5月14日 · 博主分享了在服务器上安装Tianshou库遇到的问题及解决方法。 通过尝试pip、conda和git三种方式安装，最终发现conda命令写法有误，修正后成功安装。 文章提醒读者注意conda命令的正确格式，并提供了检查安装成功的命令。 知乎上看见的这个项目， github链接，下载之后准备安装，但是服务器老是报错，所以写了这篇文章记录一下安装过程。 但是我使用三种方法都不可以，服务器上pip安装总是出错，第二种方法安装总是报错“No command 'conda …

Tianshou (天授) is a reinforcement learning platform based on pure PyTorch. Unlike existing reinforcement learning libraries, which are mainly based on TensorFlow, have many nested classes, unfriendly API, or slow-speed, Tianshou provides a fast-speed framework and pythonic API for building the deep reinforcement learning agent.

2024年8月12日 · Tianshou (天授) is a reinforcement learning platform based on pure PyTorch and Gymnasium.

TIAN SHOU current position is received by AIS. Ship info reports, fleet analysis, company analyses, address analyses, technical specifications, tonnages, management details, addresses, classification society data and all other relevant statistics are …

Details for the ship Tian Shou , IMO 9704752, Cargo Ship, Position Turkey with current real time AIS position and ship photos by vesseltracker.com.