Reinforcement Learning for Query Pricing in The Graph by Tomasz Kornuta | Devcon Bogotá
Channel: Ethereum Foundation
Date: 2022-10-15

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https://archive.devcon.org/archive/watch/6/reinforcement-learning-for-query-pricing-in-the-graph/

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.

Speaker(s): Tomasz Kornuta
Skill level: Intermediate
Track: Cryptoeconomics
Keywords: reinforcement learning,dynamic pricing,automation

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Devcon 6 was held in Bogotá, Colombia on Oct 11 - 14, 2022.
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