IEEE

Inverse Q-Learning Optimal Control for Takagi–Sugeno Fuzzy Systems

Abstract: Inverse reinforcement learning optimal control is under the framework of learner–expert, the learner system can learn expert system's trajectory and optimal control policy via a ...
GitHub

MATLAB implementations of various time integration algorithms for 2D heat transfer and 3D twisting column.

This repository contains the MATLAB implementations of various time integration algorithms for first-order and second-order dynamic systems, as described in the paper: "Time Integration Algorithms ...
IEEE

Asymptotic Analysis of Sample-Averaged Q-Learning

Abstract: Reinforcement learning (RL) has emerged as a key approach for training agents in complex and uncertain environments. Incorporating statistical inference in RL algorithms is essential for ...
Scientific Research Publishing

Boosting Algorithm: An Ensemble Learning Tool for Land Use Land Cover Classification Using Google Alpha Earth Foundations Satellite Embeddings ()

Accurate land use/land cover (LULC) classification remains a persistent challenge in rapidly urbanising regions especially, in the Global South, where cloud cover, seasonal variability, and limited ...