Parameter Optimization and Emergent Behavior in DeFi: Agent Based Simulations and Reinforcement Learning
Duration: 00:44:33
Speaker: David Siska, Marc, Tom McLean
Type: Workshop
Expertise:
Event: Devcon
Date: Oct 2022
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.
