- Epsilon-greedy
- Gradient bandit
- Markov decision processes; Bellman equation; Iterative policy evaluation
- Monte carlo control; Epsilon-soft
- Optimistic initial values; Policy iteration
- Importance sampling; Off-policy MC prediction; One-step temporal difference prediction
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