博客

如何使用AnyLogic和微软 Project Bonsai将深度强化学习应用到实际业务中。

这次网络研讨会遵循AnyLogic与微软的合作，将深度强化学习和机器教学应用到商业应用中。微软Project Bonsai团队的项目经理David Coe和AnyLogic人工智能项目负责人Arash Mahdavi演示了使用仿真训练人工智能以及在仿真中实现AI控制的端到端工作流。

使用仿真来训练AI智能体。AnyLogic和微软联手将Project Bonsai的深度强化学习和机器教学功能应用到实际业务中。

继续阅读，了解更多关于此次协作的信息，试用操作平台和演示模型。Let’s go!

商业咨询公司NFP的AnyLogic专家致力于解决一家大型国际冶金公司的起重机任务分配问题。

他们采用了机器学习的创新解决方案，并改进了专家选择的策略。继续阅读以了解有关该项目的更多信息。

在Engineering Ingegneria Informatica (EII)， 我们看到了将仿真与机器学习相集成的巨大潜力。这个简短的博客介绍了一个工业问题及其强化学习解决方案，由EII使用AnyLogic开发制作。AnyLogic的灵活性和可定制性使我们可以使用Skymind的外部深度强化学习包RL4J创建混合平台。

继续阅读，找出问题所在，并了解如何使智能体与AnyLogic环境进行交互，从而实现对智能体的训练。您还将学习如何以适合机器学习的方式解决工业问题。

本次研讨会演示了仿真环境在深度强化学习中的应用。下面提供了会议视频和补充材料，您可以使用这些材料亲自尝试并探索更多的可能性。

以上资料与网络研讨会的视频记录相结合，涵盖了重现整个训练设置所需的所有内容。

强化学习是机器学习的一个快速发展的分支。最近人工智能领域的一些令人兴奋的成就是深度强化学习快速发展的结果。在这篇博文中，我们将向您展示为什么强化学习需要仿真，并提供一个包含源文件和说明的示例模型供您下载和尝试。

The format for the AnyLogic Conference, this April 17-18 is slightly different for 2019 and includes a panel discussion in addition to the more familiar presentations and workshops.

Also, ticket prices will go up in price on April 5th, so get them now for the best deal and join us in Austin, Texas! Here’s why you should!

Reinforcement Learning, that’s where all the action is these days says Lyle Wallis, Advisory Analytics Director at PwC. It is also what connects Machine Learning, Deep Learning, and Simulation. How so? And why is this important?

In a presentation at the AnyLogic Conference 2018, Lyle explained the various uses of simulation in artificial intelligence as well as its importance. Read on and find out more...

In response to changes in industry, there are changes to this year’s AnyLogic Conference. In a way, this mirrors the relationship developing between simulation and machine learning – each benefiting from the input and feedback of each other.

Read on for the conference low-down...

London, May 25 – Digital twins at work. Simulation modeling experts, from multiple industrial disciplines, joined dseConsulting, HSSMi, and AnyLogic for an insightful event, rich with innovation. Here are the highlights and downloads.

A data hack also gave attendees the chance to use AI and simulation with AnyLogic simulation software.

Simulation modeling is proving invaluable to bringing the latest developments of Industry 4.0 into practical use and the event in London was a great example of this. Read the highlights and download the presentations…