agents simultaneously learning through backprop

have prices calculated via backprop instead of traders

differentiating wrt the agent space

hybrid setup where search is only called when necessary

emulate markets but via reward estimation instead of losing bets outright — try this with o1 kinda things first. will also make the comparison between markets and backprop — how markets allow for arbitrary jumps — clearer

decentralized framework