In this tutorial, we build a safety-critical reinforcement learning pipeline that learns entirely from fixed, offline data rather than live exploration. We design a custom environment, generate a ...

In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...

Abstract: Using the commonly employed uniform rectangular array as an illustrating example, we have recently shown that the block-term tensor decomposition model provides a natural representation for ...

This project implements an 8x8 systolic array for high-performance matrix multiplication, leveraging a parallel processing architecture optimized for efficiency and scalability. The workflow spans RTL ...

. ├── index.html # Main UI ├── style.css # Styling ├── app.js # Entry script (loads events) ├── events.js # Event logic + modal + RSVP ├── utils.js # API helpers & formatters ├── index.js # Lambda ...

Abstract: In recent years, the majority of universities both domestically and internationally have adopted FPGA-based development boards for the experimental teaching of computer hardware-related ...

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