Reinforcement Learning for Query Pricing in The Graph
Duration: 00:27:35
Speaker: Tomasz Kornuta
Type: Talk
Expertise: Intermediate
Event: Devcon
Date: Oct 2022
Indexers in The Graph protocol use a DSL called Agora to map query shapes to prices. However, manually populating and updating Agora models for each query is a tedious task, and, as a consequence, most indexers default to a flat pricing model. We have created and deployed reinforcement learning agents for Indexers to automatically compete on pricing. This talk will focus on our development process and our study of the market effects of multiple competing pricing agents.
