Candlestick OpenAI using OpenAI Gym

I have a long history in trading and wish to use my 20+ years experience with new technology to create a AI trading system. Using [login to view URL] as a base (OpenAI Gym) I want to train the system to use a input image (see attachment) to trigger the trading. So in this case i think the image of the current market for the last X bars (same as the input image bars) is a Y% (parameter) match ie 80% the same as the input image then trade = yes. For each input image there will only be one action if trade = yes then action will be buy or sell. What i am trying to achieve is a trading system that is using pattern recognition expressed graphically to learn to trade. At this stage the project is limited to the research and learning element - if it works well then the next stage will be for it to trade real time. The deliverable is the ability for me to load a candlestick image of X bars into the program and specify to buy or sell if that image is recognised and for the system to train on that image and show results of the training. One image at a time is ok but would be good to allow for loading multiple images ie up to 20 and each image to specify a buy or sell action. In a previous life i was a COBOL programmer so I promise not to be a time waster with my reuirements or any changes.