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Title: GitHub - justrypython/TradeMaster: TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :zap: :rainbow:

Open Graph Title: GitHub - justrypython/TradeMaster: TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :zap: :rainbow:

X Title: GitHub - justrypython/TradeMaster: TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :zap: :rainbow:

Description: TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :fire: :zap: :rainbow: - GitHub - justrypython/TradeMaster: TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :zap: :rainbow:

Open Graph Description: TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :fire: :zap: :rainbow: - GitHub - justrypython/TradeMaster: TradeMaster is an open-source platfor...

X Description: TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :fire: :zap: :rainbow: - GitHub - justrypython/TradeMaster: TradeMaster is an open-source platfor...

Opengraph URL: https://github.com/justrypython/TradeMaster

X: @github

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EarnMorehttps://github.com/DVampire/EarnMore
TradeMaster Website (Market Simualtor)http://trademaster.cpolar.io/MarketGAN
TradeMaster Website (Market Dynamics Modeling Tool)http://trademaster.cpolar.io/evaluation-toolbox
automatic feature generation and selectionhttps://arxiv.org/abs/2211.12507
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DeepScalper based on Pytorch (Shuo Sun et al, CIKM 22)https://arxiv.org/abs/2201.09058
OPD based on Pytorch (Fang et al, AAAI 21)https://ojs.aaai.org/index.php/AAAI/article/view/16083
DeepTrader based on Pytorch (Wang et al, AAAI 21)https://ojs.aaai.org/index.php/AAAI/article/view/16144
SARL based on Pytorch (Yunan Ye et al, AAAI 20)https://arxiv.org/abs/2002.05780
ETEO based on Pytorch (Lin et al, 20)https://www.ijcai.org/Proceedings/2020/627?msclkid=a2b6ad5db7ca11ecb537627a9ca1d4f6
Investor-Imitator based on Pytorch (Yi Ding et al, KDD 18)https://www.kdd.org/kdd2018/accepted-papers/view/investor-imitator-a-framework-for-trading-knowledge-extraction
EIIE based on Pytorch (Jiang et al, 17)https://arxiv.org/abs/1706.10059
PPOhttps://docs.ray.io/en/latest/rllib/rllib-algorithms.html#ppo
A2Chttps://docs.ray.io/en/latest/rllib/rllib-algorithms.html#a3c
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https://patch-diff.githubusercontent.com/justrypython/TradeMaster#visualization-toolkit
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repositoryhttps://github.com/TradeMaster-NTU/PRUDEX-Compass
https://github.com/TradeMaster-NTU/TradeMaster/blob/1.0.0/figure/visualization/A2C.jpg
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https://github.com/TradeMaster-NTU/TradeMaster/blob/1.0.0/figure/visualization/EIIE.jpg
https://github.com/TradeMaster-NTU/TradeMaster/blob/1.0.0/figure/visualization/plot1.jpg
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PRUDEX-Compass: Towards Systematic Evaluation of Reinforcement Learning in Financial Marketshttps://openreview.net/forum?id=JjbsIYOuNi
Reinforcement Learning for Quantitative Trading (Survey)https://dl.acm.org/doi/10.1145/3582560
Deep Reinforcement Learning for Quantitative Trading: Challenges and Opportunitieshttps://ieeexplore.ieee.org/abstract/document/9779600
DeepScalper: A Risk-Aware Reinforcement Learning Framework to Capture Fleeting Intraday Trading Opportunitieshttps://arxiv.org/abs/2201.09058
Commission Fee is not Enough: A Hierarchical Reinforced Framework for Portfolio Managementhttps://ojs.aaai.org/index.php/AAAI/article/view/16142
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TradeMaster最新发布沙盒工具箱，探索量化交易的全新维度https://mp.weixin.qq.com/s/WqU2t_hPH0t_1__VRPlz8g
Call for participation on RL4Fintech syposium in Singaporehttps://sites.google.com/view/aaai23-ai4fintech
用强化学习在金融市场上赚钱？南洋理工发布全新基于强化学习的量化交易平台TradeMasterhttps://zhuanlan.zhihu.com/p/614855780?utm_medium=social&utm_oi=798261254362927104&utm_psn=1620381293060993024&utm_source=wechat_session&wechatShare=1&s_r=0
南洋理工发布量化交易大师TradeMaster，涵盖15种强化学习算法https://mp.weixin.qq.com/s/MTUOksGGgaWX6GkXZT6wwA
量化交易大师TradeMasterhttps://mp.weixin.qq.com/s/bAuvKD5QD3Lz8ZC60WWJLQ
Introduction on TradeMasterhttps://medium.com/@trademaster.ntu/introduction-to-trademaster-a-new-standard-of-reinforcement-learning-framework-for-quantitative-67f7133485e2
Host a tutorial on reinforcement learning for quantitative trading with TradeMasterhttps://sites.google.com/view/aaai-ai-fin/home
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