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major:
- New Algorithm: TreeBandit as a decision-tree based neighborhood policy.
- Many thanks to irmakbky for her contribution!
- See also Elmachtoub, A. N., et. al. "A practical method for solving contextual bandit problems using decision trees". UAI 2017
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