5 citations · 5 across the 4 of their papers we have counts for
4 papers · 1 filter
Unlocking the Forecasting Economy: A Suite of Datasets for the Full Lifecycle of Prediction Market: [Experiments \& Analysis]
Huaiyu Jia, Luofeng Zhou, Wentao Zhang +3
Prediction markets are markets for trading claims on future events, such as presidential elections, and their prices provide continuously updated signals of collective beliefs. In…
Towards Event-Aware Forecasting in DeFi: Insights from On-chain Automated Market Maker Protocols
Huaiyu Jia, Jiehshun You, Yizhi Luo +2
Automated Market Makers (AMMs), as a core infrastructure of decentralized finance (DeFi), uniquely drive on-chain asset pricing through a deterministic reserve ratio mechanism. Unl…
FineFT: Efficient and Risk-Aware Ensemble Reinforcement Learning for Futures Trading
Molei Qin, Xinyu Cai, Yewen Li +5
Futures are contracts obligating the exchange of an asset at a predetermined date and price, notable for their high leverage and liquidity and, therefore, thrive in the Crypto mark…
Reinforcement Learning for Quantitative Trading
Shuo Sun, Rundong Wang, Bo An
Quantitative trading (QT), which refers to the usage of mathematical models and data-driven techniques in analyzing the financial market, has been a popular topic in both academia…