![]() Virtual models development to analyze, Predict and Optimize Operations.Common Data Model platform for integrated solutions.Our customers are increasing yield and product output, reducing cycle times and costs, and increasing profitability.Ĭome learn more about our products, solutions, and integrated architecture that enable companies to make better planning and manufacturing decisions. Applied SmartFactory senses factory activity, decides and predicts next actions, and initiates resolution. It is powered by technologies that are widely proven and deeply mature in high volume factories worldwide. The Applied Materials SmartFactory ® software is the most comprehensive control and productivity suite in manufacturing. Presented by: Stephen Mulvey and Dan Muller, Applied Materials Having completed this workshop, attendees will understand why RL outperforms in the face of variability, and how to use Pathmind as a bridge between flexible simulation software and revolutionary AI technology. We will connect RL theory from the first segment to Pathmind features in the second segment. ![]() Attendees will adapt two models: an introductory Bass Diffusion marketing model, and a complex Field Service model. In the second segment, we will provide a step-by-step guide on how to adapt simulations for RL, train an intelligent Pathmind policy, and test its performance. We will focus on three use cases: Supply Chain, Automated Guided Vehicle Routing and Equipment Maintenance. We will show representative use cases where Pathmind drastically improves key performance indicators such as profitability compared to baseline optimizers and heuristics. In the first section of this workshop, we will introduce Pathmind and RL. Pathmind is a decision support platform that enables users to solve complex, dynamic problems with reinforcement learning (RL). Presented by: Johnny Davenport, PhD: Reinforcement Learning Scientist Sahar Esmaeilzadeh: Simulation Engineer Brett Göhre: Reinforcement Learning Scientist The Pathmind Solution: How to Harness Reinforcement Learning to Solve Complex Problems In addition to demonstrating AnyLogic’s unique capabilities to build elegant, multi-method (hybrid) models, we will also showcase some of the new and innovative tools and functionalities that have been added to AnyLogic’s model building toolbox in the past year. We will demonstrate application of simulation in various domains such as Manufacturing, Healthcare, Supply Chain, Railway, Oil and Gas, Pedestrian movement, and Road Traffic. In this workshop we will discuss how you can leverage the unique features of AnyLogic simulation to solve your business challenges. Aside from providing all three simulation paradigms in one package, AnyLogic also has several vertical libraries for specific applications and industries. AnyLogic has been the champion of multi-method modeling and continues to be the only software that provides true hybrid modeling capabilities without artificial constraints and scalability limitations. Multi-method (hybrid) modeling is now a mainstream approach that has been used in thousands of impactful projects across a variety of businesses. Presented by: Arash Mahdavi, AI Program Lead, AnyLogic North America and Jeffrey Wirtz, Program Support Specialist, AnyLogic North America The Market Leader in Solving Various Business Challenges Come experience digital transformation and why Simio is always “Forward Thinking”. DRL brings additional intelligence to optimize decision making while managing different objectives, multiple simultaneous decisions, and operational variability. ![]() We are also looking forward to hosting an interactive discussion with PathMind, our co-development partners, bringing their application of deep reinforcement learning (DRL) and AI algorithms to Simio-based solutions. We will introduce the new features of Simio Software and discuss our partnership with SAP, PTC Kepware, Microsoft, and MxD. Simio invites you to take a deep dive into the digital transformation of manufacturing processes and how Simio simulation modeling and operational Digital Twins can help you make better decisions, optimize operations, and drive growth. Bring Digital Twins to life with Artificial Intelligence (featuring PathMind), Industrial IoT, and cloud connectivityįaced with an evolving business landscape and increasing levels of uncertainty, an organization’s ability to gain insight into real-time operational processes and leverage data is pivotal to developing successful business strategies. The Simio Digital Twin & Digital Transformation.
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