# Deep LSTM and LSTM-Attention Q-learning based reinforcement learning in oil and gas sector prediction

> Research article (Knowledge-Based Systems, 2023) · cited 73× · AI/ML

**Wikidata**: [openalex:W4389461439](https://www.wikidata.org/wiki/openalex:W4389461439)  
**Source**: https://4ort.xyz/entity/deep-lstm-and-lstm-attention-q-learning-based-reinforcement-learning-in-oil-and-gas-sector-prediction