Survey on large language model-enhanced reinforcement learning: Concept, taxonomy, and methods
With extensive pretrained knowledge and high-level general capabilities, large language
models (LLMs) emerge as a promising avenue to augment reinforcement learning (RL) in …
models (LLMs) emerge as a promising avenue to augment reinforcement learning (RL) in …
Application and prospects of large AI models in virtual power plants
D Wang, D Peng, D Huang - Electric Power Systems Research, 2025 - Elsevier
With the rapid advancement of artificial intelligence (AI) technology, particularly the
successful application of large models across various fields, the energy industry is …
successful application of large models across various fields, the energy industry is …
GAIA--A Large Language Model for Advanced Power Dispatch
Power dispatch is essential for providing stable, cost-effective, and eco-friendly electricity to
society. However, traditional methods falter as power systems grow in scale and complexity …
society. However, traditional methods falter as power systems grow in scale and complexity …
[HTML][HTML] Domain-Specific Large Language Model for Renewable Energy and Hydrogen Deployment Strategies
HA Gabber, OS Hemied - Energies, 2024 - mdpi.com
Recent advances in large language models (LLMs) have shown promise in specialized
fields, yet their effectiveness is often constrained by limited domain expertise. We present a …
fields, yet their effectiveness is often constrained by limited domain expertise. We present a …
Enhancing LLMs for Power System Simulations: A Feedback-driven Multi-agent Framework
The integration of experimental technologies with large language models (LLMs) is
transforming scientific research, positioning AI as a versatile research assistant rather than a …
transforming scientific research, positioning AI as a versatile research assistant rather than a …