Sign-In
Cart
AI Trading Agents: Build Autonomous Systems for Stock Market Analysis and Execution
Paperback
Investing & FinancePersonal FinanceGeneral Computers
Publisher: Ld26 Publication
Published: Mar 12 2026
Pages: 370
Weight: 1.89
Height: 0.77 Width: 8.50 Depth: 11.00
Language: English
What if your trading strategy didn't panic, revenge trade, or decide to just wing it on CPI day?
Welcome to AI Trading Agents, a practical, no-fluff guide to building autonomous systems that analyze markets, manage risk, and execute trades while you sleep, work, or question your life choices. This book is for developers, quants, traders, and curious builders who want to move beyond indicators and spreadsheets and into real AI-driven trading systems.
We start with the foundations: how financial markets actually work, where trading data comes from, and why most backtests lie to you. From there, we roll up our sleeves and dig into feature engineering, machine learning, deep learning, and reinforcement learning specifically for noisy, adversarial market data. No academic hand-waving. No assume perfect information nonsense.
You'll learn how to design trading agents that don't just predict prices, but make decisions. Agents that adapt to market regimes, manage risk dynamically, and execute trades with real-world constraints like slippage, latency, and transaction costs. We cover everything from alpha discovery and strategy design to execution algorithms, portfolio risk control, and live deployment infrastructure.
Along the way, we tackle the hard stuff most books avoid: overfitting, data leakage, strategy decay, model failure, and why your brilliant agent will eventually break. Then we show you how to monitor it, debug it, retrain it, and make it better over time.
This book also looks forward. Multi-agent systems. Self-improving models. The ethical and regulatory realities of automated trading. And the evolving role of humans in markets increasingly dominated by machines.
If you want a get-rich-quick scheme, this isn't it.
If you want to build serious AI trading agents that survive contact with real markets, you're in the right place.
Build systems. Test assumptions. Respect risk.
And let the machines do the boring parts.
Also in
Personal Finance
How to Invest $50-$5,000: The Small Investor's Step-By-Step Plan for Low-Risk Investing in Today's Economy
Dunnan, Nancy
Paperback
Planet Money: A Guide to the Economic Forces That Shape Your Life
Hosts of Npr's Planet Money
Mayyasi, Alex
Hardcover
Think and Grow Rich: The Landmark Bestseller Now Revised and Updated for the 21st Century
Hill, Napoleon
Paperback
The Retire Sooner Method: The 5 Secrets Behind America's Happiest (and Unhappiest) Retirees
Moss, Wes
Hardcover
How to Be a Rich Old Lady: Your Guide to Easy Investing, Building Wealth, and Creating the Wild, Beautiful Life You Want
Holden, Amanda
Hardcover
Money Unlocked: How to Make It, Keep It and Multiply It: The New York Times Bestseller
Lee, John
Paperback
Rich Dad Poor Dad: What the Rich Teach Their Kids about Money That the Poor and Middle Class Do Not!
Kiyosaki, Robert T.
Paperback
The Simple Path to Wealth: Your Road Map to Financial Independence and a Rich, Free Life
Collins, J. L.
Hardcover
The Millionaire Next Door: The Surprising Secrets of America's Wealthy
Danko, William D., PH. D.
Stanley, Thomas J., PH. D.
Paperback
The Forever Paycheck: The New Retirement Strategy to Spend More, Worry Less, and Never Run Out of Money
Chatzky, Jean
Hardcover
I Will Teach You to Be Rich: No Guilt. No Excuses. Just a 6-Week Program That Works (Second Edition)
Sethi, Ramit
Paperback
Rich Dad Poor Dad: What the Rich Teach Their Kids about Money That the Poor and Middle Class Do Not!
Kiyosaki, Robert T.
Paperback
The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness
Ramsey, Dave
Hardcover
How to Get Rich in American History: 300 Years of Financial Advice That Worked (& Didn't)
Moore Phd, Joseph S.
Hardcover
Social Security, Medicare & Government Pensions: Get the Most Out of Your Retirement and Medical Benefits
Matthews, Joseph
Paperback
Stop Living Paycheck to Paycheck: The Proven Path to Break Free from Debt, Build Real Wealth, and Live Free on Any Income
O'Neal, Anthony
Hardcover
Nolo's Guide to Social Security Disability: Getting & Keeping Your Benefits
Morton III, David A.
Paperback
J.K. Lasser's Your Income Tax 2026: For Preparing Your 2025 Tax Return
J K Lasser Institute
Paperback
J.K. Lasser's Your Income Tax 2027: For Preparing Your 2026 Tax Return
J K Lasser Institute
Paperback
The Wisdom and Wealth Solution: Unlocking the Secrets of Happiness, Purpose, and Financial Security with Living360
Ansari, Feroz
Hardcover
Always Have Enough: How to Build Wealth When You Don't Come from Money--Featuring a 6-Week Kickstart Plan
Melchor, Maria
Hardcover
Medicare 101: From Your Initial Enrollment Period to Parts A, B, C, and D, an Essential Primer on the Government Healthcare Program
Lankford, Kimberly
Hardcover
The Millionaire Fastlane: Crack the Code to Wealth and Live Rich for a Lifetime!
DeMarco, M. J.
Paperback
The Joy of Money: How to Do More with and Feel Better about Your Money--No Matter How Much You Have
Grimes, Carrie Joy
Hardcover
How to Invest in Gold and Silver: A Complete Guide with a Focus on Mining Stocks
Durrett, Don
Paperback
My Parents Are Dead: What Now?: A Panic-Free Guide to the Practicalities of Death
Robison, Becky
Paperback
The Little Book of Common Sense Investing: The Only Way to Guarantee Your Fair Share of Stock Market Returns
Bogle, John C.
Hardcover
A Random Walk Down Wall Street: The Best Investment Guide That Money Can Buy
Malkiel, Burton G.
Paperback
Financial Feminist: Overcome the Patriarchy's Bullsh*t to Master Your Money and Build a Life You Love
Dunlap, Tori
Hardcover
The Automatic Millionaire, 20th Anniversary Edition: A Powerful One-Step Plan to Live and Finish Rich
Bach, David
Hardcover
The Art of Frugal Hedonism: A Guide to Spending Less While Enjoying Everything More
Grubb, Adam
Raser-Rowland, Annie
Paperback
The Making of a Permabear: The Perils of Long-Term Investing in a Short-Term World
Grantham, Jeremy
Hardcover
La Psicología del Dinero: 18 Claves Imperecederas Sobre Riqueza Y Felicidad / The Psychology of Money
Housel, Morgan
Paperback
The Total Money Makeover Updated and Expanded: A Proven Plan for Financial Peace
Ramsey, Dave
Hardcover
A Beginner's Guide to the Stock Market: Everything You Need to Start Making Money Today
Kratter, Matthew R.
Paperback
Think and Grow Rich(r): The Original, an Official Publication of the Napoleon Hill Foundation(r)
Hill, Napoleon
Paperback
The Intelligent Investor Third Edition: The Definitive Book on Value Investing
Zweig, Jason
Graham, Benjamin
Paperback
How to Write a Winning Scholarship Essay: 30 Essays That Won Over $3 Million in Scholarships
Tanabe, Gen
Tanabe, Kelly
Paperback
How to Make Money in Stocks: A Winning System in Good Times and Bad, Fourth Edition
O'Neil, William J.
Paperback
Trading: Technical Analysis Masterclass: Master the financial markets
Czubatinski, Moritz
Schlotmann, Rolf
Paperback
A Happy Pocket Full of Money, Expanded Study Edition: Infinite Wealth and Abundance in the Here and Now
Gikandi, David Cameron
Paperback
The Investor's Odyssey: Resisting the Sirens and Playing the Long Game
Mayer, Christopher W.
Hardcover
The Trustee's Legal Companion: A Step-By-Step Guide to Administering a Living Trust
Zolla, Carol Elias
Buckley, Shaila
Hanks, Liza
Paperback
Parent Like a Millionaire (Without Being One): Outsmart Big Baby, Save on Childcare, and Secure Your Family's Financial Future
Leung, Bryce
Shen, Kristy
Paperback
Generation F*cked: How Millennials and Gen Z Were Robbed of the American Dream and How We Can Fix Our Futures
Smith, Freddie
Paperback
What No One Tells You about Money: The Real Key to Getting Unstuck from Someone Who's Been There
Warshaw, Jade
Hardcover
The Coffee Can Investor: A Stock-Picker's Journey to Build Generational Wealth
Khemlani, Neeraj
Hardcover
El Inversor Inteligente: Un Libro de Asesoramiento Práctico = The Intelligent Investor
Graham, Benjamin
Paperback
The Richest Man in Babylon: The Success Secrets of the Ancients--The Most Inspiring Book on Wealth Ever Written
Clason, George S.
Paperback
Retirement Planning Guidebook: Navigating the Important Decisions for Retirement Success
Pfau, Wade
Paperback
The Intelligent Investor, 3rd Ed.: The Definitive Book on Value Investing
Graham, Benjamin
Zweig, Jason
Hardcover
One Up on Wall Street: How to Use What You Already Know to Make Money in the Market
Lynch, Peter
Paperback
Money for Couples: No More Stress. No More Fights. Just a 10-Step Plan to Create Your Rich Life Together.
Sethi, Ramit
Paperback
Iras, 401(k)S & Other Retirement Plans: Strategies for Taking Your Money Out
Slesnick, Twila
Shea, Tracy
Paperback
Quality Investing: Owning the Best Companies for the Long Term
Eide, Torkell T.
Hargreaves, Patrick
Cunningham, Lawrence a.
Hardcover
Your Retirement Sketchbook: 125 Retirement Planning Lessons from Financial Experts
Hopkins, Jamie P.
Treichel, Bonnie
Paperback
Friends That Invest: Your Guide to Financial Independence Through Shares and Stocks
Kaur, Simran
Paperback
Understanding Living Trusts(R): How You Can Avoid Probate, Keep Control, Save Taxes, and Enjoy Peace of Mind
Schumacher, Vickie
Paperback
Trading in the Zone: Master the Market with Confidence, Discipline, and a Winning Attitude
Douglas, Mark
Hardcover
Get Good with Money: 10 Simple Steps to Becoming Financially Whole
Tiffany the Budgetnista Aliche
Paperback
J.K. Lasser's 1001 Deductions and Tax Breaks 2026: Your Complete Guide to Everything Deductible
Weltman, Barbara
Paperback
The New Money Strategy: The Modern Guide to Rational, Long-Term Investing
Van Der Kolk, Brandon
Hardcover
Baby Steps Millionaires: How Ordinary People Built Extraordinary Wealth--And How You Can Too
Ramsey, Dave
Hardcover
The Complete Turtletrader: How 23 Novice Investors Became Overnight Millionaires
Covel, Michael W.
Paperback
Hide Your Assets and Disappear: A Step-By-Step Guide to Vanishing Without a Trace
Pankau, Edmund
Paperback
The Millionaire Next Door: The Surprising Secrets of America's Wealthy
Stanley, Thomas J.
Danko, William D.
Hardcover
Rich Family Smart Family: Raise Your Family's Financial IQ and Take Control of Your Future
Kiyosaki, Robert
Paperback
Your Money or Your Life: 9 Steps to Transforming Your Relationship with Money and Achieving Financial Independence: Fully Revised and Updated for 2018
Dominguez, Joe
Robin, Vicki
Paperback
Money Proud: The Queer Guide to Generate Wealth, Slay Debt, and Build Good Habits to Secure Your Future
Wolny, Nick
Hardcover
Profitable Properties: Airbnb Insider Secrets to Find, Optimize, Price, & Book Direct any Short-Term Rental Investment for Year-Round Occupancy
Rusteen, Daniel Vroman
Paperback
Get Good with Money: Ten Simple Steps to Becoming Financially Whole
Tiffany the Budgetnista Aliche
Hardcover
The Infographic Guide to Personal Finance: A Visual Reference for Everything You Need to Know
Lariviere, Elisabeth
Cagan, Michele
Paperback
Cultura and Cash: Lessons from the First Gen Mentor for Managing Finances and Cultural Expectations
González, Giovanna
Paperback
Worthy of the Gift: Equipping Your Organization to Secure a Transformational Gift
Taylor, Bryan
Paperback
The Most Important Thing Illuminated: Uncommon Sense for the Thoughtful Investor
Marks, Howard
Hardcover
Investing 101: From Stocks and Bonds to Etfs and Ipos, an Essential Primer on Building a Profitable Portfolio
Cagan, Michele
Hardcover
SEVENTEEN TO MILLIONAIRE You're Seventeen. You're Canadian. You wanna be rich. Let's do this.
Price, Douglas
Paperback
Stop Making Stupid Investments: 7 Rules to Avoid the Hype and Build Real Wealth
Leiter, David
Hardcover
Trade Like a Stock Market Wizard: How to Achieve Superperformance in Stocks in Any Market
Minervini, Mark
Hardcover
Special Needs Trusts: Protect Your Child's Financial Future
Urbatsch, Kevin
Farinas Jones, Jessica
Paperback
The Richest Man in Babylon - The Original 1926 Classic (Reader's Library Classics)
Clason, George S.
Paperback
J.K. Lasser's Small Business Taxes 2026: Your Complete Guide to a Better Bottom Line
Weltman, Barbara
Paperback
The Black Girl's Guide to Financial Freedom: Build Wealth, Retire Early, and Live the Life of Your Dreams
Woods, Paris
Paperback
Every Californian's Guide to Estate Planning: Wills, Trust & Everything Else
Hanks, Liza W.
Paperback
The Tax and Legal Playbook: Game-Changing Solutions to Your Small Business Questions
Kohler, Mark
Paperback
Why a Students Work for C Students and Why B Students Work for the Government: Rich Dad's Guide to Financial Education for Parents
Kiyosaki, Robert T.
Paperback
Fixed: Why Personal Finance Is Broken and How to Make It Work for Everyone
Campbell, John Y.
Ramadorai, Tarun
Hardcover
Cloud Finops: Collaborative, Real-Time Cloud Value Decision Making
Storment, J. R.
Fuller, Mike
Paperback
Main Street Millionaire: How to Make Extraordinary Wealth Buying Ordinary Businesses
Sanchez, Codie
Hardcover
El Millonario Automático / The Automatic Millionaire: Un Plan Poderoso Y Sencillo Para Vivir Y Acabar Rico
Bach, David
Paperback
The 7 Habits of Financially Healthy Women: How to Stop Stressing, Begin Where You Are, and Build the Future You Want
Paine, Crystal
Paperback
Money and Me: How to Make Your Finances Work Harder for You and Your Family
Clements, Jonathan
Paperback
Layered Money: From Gold and Dollars to Bitcoin and Central Bank Digital Currencies
Bhatia, Nik
Paperback
Solve Your Money Troubles: Strategies to Get Out of Debt and Stay That Way
Loftsgordon, Amy
O'Neill, Cara
Paperback
Maximize Your Retirement: The Only Book You'll Ever Need to Retire Prosperous and Worry-Free
Oh, Jae
Paperback
Choose FI: Your Blueprint to Financial Independence
Mendonsa, Jonathan
Mamula, Chris
Barrett, Brad
Paperback
La Transformación Total de Su Dinero Actualizada Y Ampliada: Un Plan Efectivo Para Alcanzar Paz Financiera
Ramsey, Dave
Paperback
Save Yourself: A New Approach to Thinking about Money and Taking Control of Your Financial Future
Keehn, Kelley
Paperback