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FinRL: deep reinforcement learning framework to automate trading in quantitative finance.

, , , and . ICAIF, page 1:1-1:9. ACM, (2021)

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Dynamic Datasets and Market Environments for Financial Reinforcement Learning., , , , , , , , and . CoRR, (2023)FinRL-Meta: A Universe of Near-Real Market Environments for Data-Driven Deep Reinforcement Learning in Quantitative Finance., , , , , , , and . CoRR, (2021)Instruct-FinGPT: Financial Sentiment Analysis by Instruction Tuning of General-Purpose Large Language Models., , and . CoRR, (2023)Adaptive Registration in TWDM-PON With ONU Migrations., , , and . JOCN, 6 (11): 943-951 (2014)FinGPT: Open-Source Financial Large Language Models., , and . CoRR, (2023)FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning., , , , , , , , and . NeurIPS, (2022)Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language Models., , , , and . ICAIF, page 349-356. ACM, (2023)Practical Machine Learning Approach to Capture the Scholar Data Driven Alpha in AI Industry., , and . IEEE BigData, page 2230-2239. IEEE, (2019)Deep reinforcement learning for automated stock trading: an ensemble strategy., , , and . ICAIF, page 31:1-31:8. ACM, (2020)Practical Deep Reinforcement Learning Approach for Stock Trading., , , , and . CoRR, (2018)