Can AI (Artificial Intelligence) beat Humans in Stock Markets?
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Artificial Intelligence (AI), sometimes referred to as machine intelligence,
is a kind of intelligence demonstrated by computer science. In practice, AI
is often applied into computers to imitate “cognitive” functions that
associate with the human mind, such as “learning” and “problem solving”,
then takes actions that maximize its chance of successfully achieving its
goals.
In March 2016, AlphaGo, an AI system that plays the board game
Go, which was developed by DeepMind Technologies beat Lee Sedol in a
five-game match. It is the first time a computer Go program has beaten a
9-Dan (the highest rank) professional. This incident was chosen by Science
as one of the Breakthrough of the Year runners-up in 2016.
At the
2017 Future of Go Summit, its successor AlphaGo Master beat Ke Jie, the
world №1 ranked player at the time, in a three-game match. These victories
proved AI can dominate Win-Loss competitions against people, because
machines can own powerful learning, calculating and executing capabilities,
much stronger than human being.
AlphaGo and its successors use a
Monte Carlo tree search algorithm to find its moves based on knowledge
previously “learned” by machine learning, specifically by an artificial
neural network (a deep learning method) by extensive training, both from
human and computer play.
Playing games and beating humans in GO
matches is just a small trick for AI. Furthermore, AI can beat humans in
real money battles easily someday not too far away, such as in Stock
markets, FOREX markets, etc., since Trading is also one kind of Win-Loss
games/battles, just like a GO, chess, or poker game, which AI, Machine
Learning, and computer science are good at. Proudly, we are developing this
kind of AI stock trading system.
“CandleLight” is an Artificial
Intelligence Data Wave Processing System: This computer program applying AI
(Machine Learning), statistics and pattern recognition technologies to dig,
analyze and process data oscillation, a game-changing trading mode in
stocks, options and FOREX markets, even lottery games…
The
“CandleLight” Machine Learning Trading System applies unique analytical
algorithms to artificial intelligence (AI) technologies, to build predictive
investment models on dozens of stocks. This innovative Automated data driven
investment process can remove significant human bias and errors.
This
AI-powered stock trading system aims to provide investment results that
surpass equity benchmark indices at equivalent levels of volatility. The
“CandleLight” System typically invests in 3~30 names but analyzes and
compares hundreds of companies on a daily basis to find and optimize
portfolio structure. We strive to create products that deliver positive long
term results on a risk-adjusted basis through optimizing proprietary
investment research and trading models. The ability to process continually
growing volumes of data and thread machine learning throughout our
operations enables a truly unique investment process. The Machine Learning
System could glean a vast amount of facts — a sea of them — and search for
patterns, trends and features in the securities markets. AI-powered trading
system could make up in brute force — millions of scan and calculation daily
— what it lacked in intuition. Previously only accessible to hedge funds and
professional trading firms, this method of stock selection is now offered by
the “CandleLight” AI-powered trading system. This System applies proprietary
analytical algorithms to artificial intelligence (AI) technology, to build
predictive financial models for targeted companies.
This system scan
around 3,000~5,000 groups of data, 24 x 7, to seek repeatable features,
calculate their odds, then test these features with real forward market
data. If they can pass these forward tests and generate some decent profit
with a high odd, then we will adopt this signal to execute proper actions.
“A breakthrough in machine learning will be worth 10 Microsofts.” — Bill
Gates (2004)
Talk is cheap, let’s practice and test it. After every
trading day close, we will publish signals and actions generated by
“CandleLight” Machine Learning Trading System for USA stock markets. A 24
Hours delayed report will be published on social medias for free, for
example on Linkedin, Twitter and Facebook. Another advance daily signals and
actions report is open to a private observer group members only, will be
sent them before next trading day. These members can read a daily report and
watch how the “CandleLight” system is running, see what we have done on
current day and what we will do on next trading day, based on the smart work
of Machine Learning Trading System.
The creator of “CandleLight” once
took part in the Automated Trading Championship 2008, the highest level
FOREX programming competition on the Earth, and finally ranked 56th among
2420 participants in the world, a TOP 3% class rank.
“CandleLight” continues to challenge the best players. Thank you for your
continuous attention and support.
PS. after two years of forward
testing, we have gotten some results: Click here to read:
Confirmed!
Machines Can Beat Human Aces in Stock Market!
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