GitHub

The Python Control Systems Library is a Python module that implements basic operations for analysis and design of feedback control systems.

Try out the examples in the examples folder using the binder service. The package can also be installed on Google Colab using the commands: The easiest way to get started with the Control Systems ...
GitHub

Microsoft Authentication Library (MSAL) for Python

The Microsoft Authentication Library for Python enables applications to integrate with the Microsoft identity platform. It allows you to sign in users or apps with Microsoft identities (Microsoft ...
IEEE

Balancing Value Iteration and Policy Iteration for Discrete-Time Control

Abstract: The optimal control problem of discrete-time nonlinear systems depends on the solution of the Bellman equation. In this paper, an adaptive reinforcement learning (RL) method is developed to ...
IEEE

Multiagent Reinforcement Learning: Rollout and Policy Iteration

Abstract: We discuss the solution of complex multistage decision problems using methods that are based on the idea of policy iteration (PI), i.e., start from some base policy and generate an improved ...