DTPPO: Dual-Transformer Encoder-based Proximal Policy Optimization for Multi-UAV Navigation in Unseen Complex Environments

A Wei, J Liang, K Lin, Z Li, R Zhao - arXiv preprint arXiv:2410.15205, 2024 - arxiv.org
Existing multi-agent deep reinforcement learning (MADRL) methods for multi-UAV
navigation face challenges in generalization, particularly when applied to unseen complex …

Deep Causal Learning to Explain and Quantify The Geo-Tension's Impact on Natural Gas Market

PK Peter, Y Li, Z Li, W Ketter - arXiv preprint arXiv:2407.10878, 2024 - arxiv.org
Natural gas demand is a crucial factor for predicting natural gas prices and thus has a direct
influence on the power system. However, existing methods face challenges in assessing the …

Transformer-based Drum-level Prediction in a Boiler Plant with Delayed Relations among Multivariates

G Su, S Yang, Z Li - arXiv preprint arXiv:2407.11180, 2024 - arxiv.org
The steam drum water level is a critical parameter that directly impacts the safety and
efficiency of power plant operations. However, predicting the drum water level in boilers is …

Exploring Genre and Success Classification through Song Lyrics using DistilBERT: A Fun NLP Venture

SP Martinez, M Zimmermann, MS Offermann… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper presents a natural language processing (NLP) approach to the problem of
thoroughly comprehending song lyrics, with particular attention on genre classification, view …