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warm up is only cross court and is so limited.@OvrChkn like @Tony's Table Tennis said it might also be good idea to train the AI by using videos from pro-players warm ups sessions. Training videos are probably less available, at least with a decent camera angle.
I'm not sure about OP
but in Taiwan, there is AI team that has been recording Pros (Lin's training partners, who are also national players).
Getting access to pros for academia purposes is actually not too difficult