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This document presents PyMarketSim, a financial market simulation environment for training and evaluating trading agents using deep reinforcement learning. It discusses its features, contributions,
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01
Access the financial market simulation platform.
02
Create an account or log in if you already have one.
03
Familiarize yourself with the interface and available features.
04
Set up your virtual portfolio by choosing the assets you want to trade.
05
Determine your starting investment amount.
06
Research market trends and analyze the assets you plan to trade.
07
Make your initial trades based on your analysis.
08
Monitor your portfolio regularly to track performance.
09
Adjust your strategy as needed based on market changes.
10
Review your results at the end of the simulation to learn from successes and failures.

Who needs a financial market simulation?

01
Students studying finance or economics.
02
Aspiring investors looking to gain practical experience.
03
Educational institutions incorporating practical tools in their curriculum.
04
Professionals seeking to enhance their trading skills.
05
Anyone interested in understanding how financial markets operate.
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A financial market simulation is a virtual environment created to mimic real-world financial markets, allowing participants to practice trading and investment strategies without financial risk.
Participants in educational programs, universities, or financial institutions that implement trading simulations for learning purposes typically file a financial market simulation.
To fill out a financial market simulation, participants usually need to create an account, select investment strategies, and track their trades and market performance using a provided platform or software.
The purpose of a financial market simulation is to provide participants with hands-on experience in trading and investment, helping them understand market dynamics and improve their decision-making skills.
Participants must report their trades, including asset types, quantities, purchase times, and prices, along with any strategic decisions and performance metrics during the simulation.
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