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cs.LG2024
Influencing Bandits: Arm Selection for Preference Shaping
Viraj Nadkarni, D. Manjunath, Sharayu Moharir
We consider a non stationary multi-armed bandit in which the population preferences are positively and negatively reinforced by the observed rewards. The objective of the algorithm…
cs.LG2023★ 2 cited
ZeroSwap: Data-driven Optimal Market Making in DeFi
Viraj Nadkarni, Jiachen Hu, Ranvir Rana +3
Automated Market Makers (AMMs) are major centers of matching liquidity supply and demand in Decentralized Finance. Their functioning relies primarily on the presence of liquidity p…