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Stone came on last time for lets kind of talk about the end of season one of Lux and talk about kind of season two coming up season two is launch now uh and uh Stone uh with Lex AI which well talk about in a second here uh theres kind of two tracks you can do you can do a real space bot where you go in and youre doing if statements and doing different algorithms to do searching for movement and stuff or you can do reinforcement learning where you drop the environment uh into this whichever reinforcement learning algorithm you want to do and you give the agent some reward function what its trying to do and then it just plays a bunch of games and trains itself to actually do it which the winning solution from season one of Lex AI was an RL based solution and theyre right up speaking of write-ups is amazing you should go check it out uh and stone has a notebook for anyone whos interested in RL to get started very cool yeah so lets pop open uh luck season two uh and Stone I think