C&EN

Reinforcement Learning-Based Nonlinear Model Predictive Controller for a Jacketed Reactor: A Machine Learning Concept Validation Using Jetson Orin

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. In this research work authors have experimentally validated a blend of Machine ...
IEEE

Homotopy-Based Single-Loop Policy Iteration for Zero-Sum Games of Unknown Linear Systems

Abstract: The simultaneous policy update algorithm (SPUA) has been extensively studied for linear zero-sum games due to its efficient single-loop iteration. However, selecting an appropriate initial ...
IEEE

Data-Driven Single-Loop Policy Iteration Control of Uncertain Singularly Perturbed Systems

Abstract: Two-player zero-sum games often rely on solving the game algebraic Riccati equation (GARE) in the linear case. However, existing approaches for solving the GARE typically require stringent ...
GitHub

LoopAgent stuck after first iteration, endlessly calling the function in within the last agent

When using LoopAgent in the accomodation_sequential_agent to iteratively process search terms, the execution gets stuck in the browsing_results_agent (which is the last sub-agent in ...
University of Vermont

Math and Python: loops and summation

While we have the Python built-in function sum() which sums the elements of a sequence (provided the elements of the sequence are all of numeric type), it’s instructive to see how we can do this in a ...
University of Vermont

More on iteration

What follows is a bit more detail about iterables and iteration in Python. You can skip this section entirely if you wish. This is presented here for the sole purpose of demonstrating what goes on ...
blockchain

Factory Boosts Iteration Speed by 2x Using LangSmith for Feedback Loop Automation

Factory achieves a 2x improvement in iteration speed by utilizing LangSmith to automate feedback loops and enhance debugging processes. In today’s fast-paced software development environment, ...