Blog

The concepts and the business case for using simulation with reinforcement learning are highlighted by the panelists as they discuss a series of questions from Dr. Anand Rao, PwC Partner and Global AI Lead. With commercial examples that highlight the successes and the challenges of working with the technologies, the participants demonstrate that simulation and deep reinforcement learning are especially suited.

Here is the recording of the session from the 2019 AnyLogic Conference. It’s not the shortest video on our YouTube Channel but it is interesting and informative – cast it to a big screen if you can! Enjoy!

A short blog presenting an industrial problem and its reinforcement learning solution, made using AnyLogic and developed by EII. The flexibility and customizability of AnyLogic allowed the use of RL4J to create a hybrid platform.

Read on, find out about the problem and see how to train learning agents by letting them interact with an AnyLogic environment. You will also learn the techniques used to formulate the industrial problem in a way fit for machine learning.

The How to train a policy for controlling a machine webinar demonstrated the use of a simulation environment in deep reinforcement learning. The recording is available below, along with the supplementary materials – so you can try it out for yourself and explore some of the possibilities.

The materials above in combination with the video recording of the webinar cover everything that is needed to reproduce the entire training setup.

The AnyLogic Conference 2019 made clear how simulation modeling continues to empower all kinds of industries from all around the world. The exciting progress being made in machine learning and its strengthening relationship with simulation also featured strongly throughout the event.

Here we have gathered the presentations for download and also posted some photos!

Learn how and why machine learning is being used in AnyLogic simulation. An introduction to the topic with examples of the progress made in reinforcement learning and an example model to try yourself.

You can see the reinforcement learning at work in an example simulation model video or download the model. The download includes source files, libraries and documentation, so you can see how it all works!

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…

The AnyLogic Conference 2018 showed simulation modeling and its application across industries at its best. We have gathered the presentations for you to download, and posted some photos ...is that you?