Reinforcement Learning for Live Market Execution (Paperback)

Lingua: inglese

Editore: Independently Published, 2025

9798274427647

Serie: Libro 2 di 6 - Algorithmic Alpha: Next-Gen Trading Systems for the Modern Market

Da: CitiRetail, Stevenage, Regno UnitoCitiRetail

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Venditore AbeBooks dal 29 giugno 2022

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Paperback. Reactive PublishingExecution is where theories die and real trading begins.In today's markets, microseconds matter, order books shift without warning, and liquidity evaporates the moment a trader hesitates. Reinforcement learning, built on adaptive decision-making and continuous reward optimization, has become the most powerful framework for navigating this environment.Reinforcement Learning for Live Market Execution reveals how modern quant desks design agents that learn, react, and evolve inside real-time market conditions. This is not a theoretical tour. It is a practical, institutional-grade manual for building RL-driven execution systems capable of surviving and thriving in live markets.Inside, you'll learn how to: Construct RL agents that optimize entries, exits, sizing, and timing in dynamic environmentsModel slippage, spread, queue position, and market impact as penalties and rewardsTrain policies using volatility shocks, liquidity droughts, and regime shiftsIntegrate RL with microstructure signals: order flow imbalance, volatility bursts, and quote dynamicsBuild execution engines for futures, options, and crypto using constrained decision workflowsRun walk-forward simulations that mirror real-world stress conditionsDeploy agents to live trading while maintaining risk controls and fail-safe overridesEach chapter focuses on durability, how to engineer models that not only backtest well, but perform reliably when the market becomes chaotic, thin, or structurally hostile.For quantitative traders, algorithm designers, and researchers seeking an advanced but accessible pathway into reinforcement learning, this book offers a complete blueprint for turning RL into a true execution edge. This is the future of live market execution, built one decision at a time. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…

Codice articolo 9798274427647

Titolo
Reinforcement Learning for Live Market Execution (Paperback)
Autore
Danny Munrow
Editore
Independently Published
Anno di pubblicazione
2025
Condizione
new
Rilegatura
Paperback
Lingua
inglese
ISBN 13
9798274427647
Serie
Libro 2 di 6: Algorithmic Alpha: Next-Gen Trading Systems for the Modern Market

CitiRetail

Stevenage, Regno Unito

Venditore con 5 stelle

Venditore AbeBooks dal 29 giugno 2022

Tariffe di spedizione da Regno Unito a U.S.A.

ArticoloDa 7 a 14 giorni lavorativiDa 7 a 60 giorni lavorativi
Primo articoloEUR 43,62EUR 43,62
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