Survey on large language model-enhanced reinforcement learning: Concept, taxonomy, and methods

Y Cao, H Zhao, Y Cheng, T Shu, Y Chen… - … on Neural Networks …, 2024 - ieeexplore.ieee.org
With extensive pretrained knowledge and high-level general capabilities, large language
models (LLMs) emerge as a promising avenue to augment reinforcement learning (RL) in …

Elecbench: a power dispatch evaluation benchmark for large language models

X Zhou, H Zhao, Y Cheng, Y Cao, G Liang… - arxiv preprint arxiv …, 2024 - arxiv.org
In response to the urgent demand for grid stability and the complex challenges posed by
renewable energy integration and electricity market dynamics, the power sector increasingly …