---
title: "Discussion on \"High-Frequency Trading & Reinforcement Learning. Building a Simple Order Book and Market Making Bots in Python\" | Hashnode"
description: "Discussion on \"High-Frequency Trading & Reinforcement Learning. Building a Simple Order Book and Market Making Bots in Python\". Ever wondered how high-frequency trading firms profit from small price movements of assets? Let’s build a couple simple market making bots in Python, one rule based, and another utilising reinforcement learning in order to find out.\nMarket Making\nAs ..."
url: "https://hashnode.com/posts/high-frequency-trading-and-reinforcement-learning-building-a-simple-order-book-and-market-making-bots-in-python/67d1c06d66c542f997ba3eaf"
---

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# [High-Frequency Trading & Reinforcement Learning. Building a Simple Order Book and Market Making Bots in Python](https://mathsmusings.hashnode.dev/high-frequency-trading-and-reinforcement-learning-building-a-simple-order-book-and-market-making-bots-in-python?utm_source=hashnode&utm_medium=feed)

Ever wondered how high-frequency trading firms profit from small price movements of assets? Let’s build a couple simple market making bots in Python, one rule based, and another utilising reinforcement learning in order to find out. Market Making As ...

Mar 12, 2025 · 9 min read · mathsmusings.hashnode.dev  
Updated Mar 31, 2025  
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