Price-Aware Automated Market Makers: Models Beyond Brownian Prices and Static Liquidity
By Philippe Bergault, Louis Bertucci, David Bouba, Olivier Guéant, Julien Guilbert
Rating
1332
Battle Count: 116
Relevance
9/10
The paper presents advanced models for automated market making, which is highly relevant to quantitative trading in cryptocurrency markets and decentralized finance.
Implementation Complexity
8/10
The models involve complex stochastic processes and partial differential equations, requiring advanced mathematical and computational skills to implement.
Reproducibility
3/5
The paper provides detailed mathematical models and equations, but lacks specific implementation details or code.
About this paper
Methodology: Stochastic Optimal Control. Problem types: Market Making, Optimization, Time Series Forecasting.
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