Key Tools for Poker/Blackjack
These games require Reinforcement Learning methods like:
MDPs/POMDPs (Markov Decision Processes for Blackjack; Partially Observable MDPs for Poker).
Counterfactual Regret Minimization (CFR) for Poker.
Deep RL (e.g., Q-learning with neural networks).
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Way out of my league
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Maybe start with a slot machine? (k-arm bandit problem)