Automated Organization Profile

Department of Artificial Intelligence of Lviv National University "Lviv Polytechnic"

Current S-Index

3.1

Sum of Dataset Indices for all datasets

Average Dataset Index per Dataset

1.5

Average Dataset Index per dataset

Total Datasets

2

Total datasets in this organization

Average FAIR Score

71.2%

Average FAIR Score per dataset

Total Citations

0

Total citations to the organization's datasets

Total Mentions

0

Total mentions of the organization's datasets

S-Index Interpretation

S-Index Over Time

Cumulative Citations Over Time

Cumulative Mentions Over Time

Datasets

UAV Control Dataset for Comparative Analysis of A3C and DDPG Reinforcement Learning Algorithms in Simulation

This dataset contains flight data collected from simulations of an autonomous quadrotor UAV using the AirSim simulation platform.The dataset was specifically designed for the comparative evaluation of two reinforcement learning algorithms: Asynchronous Advantage Actor-Critic (A3C) and Deep Deterministic Policy Gradient (DDPG). The data enables the reproduction of key performance metrics, such as trajectory tracking accuracy (RMSE), control stability (CSI), energy consumption, and response time.

Authors

  • Petrenko, Dmytro
0 Citations0 Mentions69% FAIR1.5 Dataset Index
10.5281/zenodo.151290592025

UAV Control Dataset for Comparative Analysis of A3C and DDPG Reinforcement Learning Algorithms in Simulation

This dataset contains flight data collected from simulations of an autonomous quadrotor UAV using the AirSim simulation platform.The dataset was specifically designed for the comparative evaluation of two reinforcement learning algorithms: Asynchronous Advantage Actor-Critic (A3C) and Deep Deterministic Policy Gradient (DDPG). The data enables the reproduction of key performance metrics, such as trajectory tracking accuracy (RMSE), control stability (CSI), energy consumption, and response time.

Authors

  • Petrenko, Dmytro
0 Citations0 Mentions73% FAIR1.6 Dataset Index
10.5281/zenodo.151290602025