Parameter Optimization and Emergent Behavior in DeFi

Mon, Oct 2, 2023, 12:00 AM

Visit the https://archive.devcon.org/ to gain access to the entire library of Devcon talks with the ease of filtering, playlists, personalized suggestions, decentralized access on IPFS and more. https://archive.devcon.org/archive/watch/6/parameter-optimization-and-emergent-behavior-in-defi-agent-based-simulations-and-reinforcement-learning/index As in any complex system there may be emergent behaviors in DeFi protocols. In this workshop we will show the basics of how agent based simulations combined with reinforcement learning can be used to explore these and also for optimization of various protocol parameter values. This will be based on https://github.com/vegaprotocol/vega-market-sim and https://github.com/msabvid/cpm_agent_based_sim . Ideally, try to follow setup in Vega-market-sim beforehand, but we'll go through it together. Speaker(s): David Siska, Marc, Tom McLean Track: Governance & Coordination Keywords: Protocol development,agent based models,validation Follow us: https://twitter.com/efdevcon, https://twitter.com/ethereum Learn more about devcon: https://www.devcon.org/ Learn more about ethereum: https://ethereum.org/ Devcon is the Ethereum conference for developers, researchers, thinkers, and makers. Devcon 6 was held in Bogotá, Colombia on Oct 11 - 14, 2022. Devcon is organized and presented by the Ethereum Foundation, with the support of our sponsors. To find out more, please visit https://ethereum.foundation/